FinalProject

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####################################################################
# Name: Anish Ivaturi
# Final project: Identification of differential expressed genes
# Comparison based on Gleason Score
####################################################################

# Load necessary libraries
library(dplyr)

## Warning: package 'dplyr' was built under R version 4.3.2

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

library(ggplot2)

## Warning: package 'ggplot2' was built under R version 4.3.2

library(UCSCXenaTools)  

## Warning: package 'UCSCXenaTools' was built under R version 4.3.2

## =========================================================================================
## UCSCXenaTools version 1.4.8
## Project URL: https://github.com/ropensci/UCSCXenaTools
## Usages: https://cran.r-project.org/web/packages/UCSCXenaTools/vignettes/USCSXenaTools.html
## 
## If you use it in published research, please cite:
## Wang et al., (2019). The UCSCXenaTools R package: a toolkit for accessing genomics data
##   from UCSC Xena platform, from cancer multi-omics to single-cell RNA-seq.
##   Journal of Open Source Software, 4(40), 1627, https://doi.org/10.21105/joss.01627
## =========================================================================================
##                               --Enjoy it--

library(edgeR)        

## Warning: package 'edgeR' was built under R version 4.3.2

## Loading required package: limma

library(limma)        

# Retrieve and preprocess the data
data(XenaData)
prostatecancer <- XenaData %>% filter(XenaCohorts == 'GDC TCGA Prostate Cancer (PRAD)')

# Clinical data
cli_query <- prostatecancer %>% filter(Label == "Phenotype") %>% XenaGenerate() %>% XenaQuery() %>% XenaDownload()

## This will check url status, please be patient.

## All downloaded files will under directory C:\Users\ivatu\AppData\Local\Temp\RtmpaA2hsi.

## The 'trans_slash' option is FALSE, keep same directory structure as Xena.

## Creating directories for datasets...

## Downloading TCGA-PRAD.GDC_phenotype.tsv.gz

prostatecancer_pheno <- XenaPrepare(cli_query)

# RNA-seq data
cli_query <- prostatecancer %>% filter(Label == 'HTSeq - Counts') %>% XenaGenerate() %>% XenaQuery() %>% XenaDownload(download_probeMap = TRUE)

## This will check url status, please be patient.

## Check ProbeMap urls of datasets.

## All downloaded files will under directory C:\Users\ivatu\AppData\Local\Temp\RtmpaA2hsi.

## The 'trans_slash' option is FALSE, keep same directory structure as Xena.

## Creating directories for datasets...

## Downloading TCGA-PRAD.htseq_counts.tsv.gz

## Downloading gencode.v22.annotation.gene.probeMap

prostatecancer_counts <- XenaPrepare(cli_query)

# Data pre-processing
X <- data.frame(prostatecancer_counts$TCGA.PRAD.htseq_counts.tsv.gz)
rownames(X) <- X$Ensembl_ID
X <- X[,-1]  # Remove probe name column

probeMap <- prostatecancer_counts$gencode.v22.annotation.gene.probeMap
Y <- prostatecancer_pheno
colnames(X) <- gsub('\\.', '-', colnames(X))  # Format sample IDs
g <- grep('01A$', colnames(X))  # Keep '01A' tumor samples
X <- X[,g]
common_samples <- intersect(colnames(X), Y$submitter_id.samples)
mx <- match(common_samples, colnames(X))
my <- match(common_samples, Y$submitter_id.samples)
X <- X[,mx]
Y <- Y[my,]
stopifnot(all(colnames(X) == Y$submitter_id.samples))  # Check sample alignment

# Convert log2(count + 1) to count data and normalize
X <- round(2**X - 1)
dge <- DGEList(counts=X)
keep <- filterByExpr(dge, min.prop = .10)

## Warning in filterByExpr.DGEList(dge, min.prop = 0.1): All samples appear to
## belong to the same group.

dge <- dge[keep,,keep.lib.sizes=FALSE]
dge <- calcNormFactors(dge, method = "TMM")
logCPM <- cpm(dge, log = TRUE, prior.count = 3)

# Generate a boxplot for the first 10 samples with colors
boxplot(logCPM[, 1:10], 
        main = "Boxplot of Normalized Data for First 10 Samples",
        ylab = "log CPM",
        col = rainbow(10))  # Use rainbow colors for the boxes

# Total number of samples with expression data before processing
total_samples_before <- ncol(dge)

# Total number of probes before processing
total_probes_before <- nrow(dge$counts)

# Total number of samples after processing
total_samples_after <- ncol(logCPM)

# Total number of probes after processing
total_probes_after <- nrow(logCPM)

# Print the counts
cat("Total number of samples with expression data before processing:", total_samples_before, "\n")

## Total number of samples with expression data before processing: 481

cat("Total number of probes before processing:", total_probes_before, "\n")

## Total number of probes before processing: 23920

cat("Total number of samples with expression data after processing:", total_samples_after, "\n")

## Total number of samples with expression data after processing: 481

cat("Total number of probes after processing:", total_probes_after, "\n")

## Total number of probes after processing: 23920

# Extract Gleason score column
gleason_scores <- Y$gleason_score

# Remove non-numeric characters
gleason_scores <- gsub("[^0-9]", "", gleason_scores)

# Convert to numeric if they are not already
gleason_scores <- as.numeric(gleason_scores)

gleason_scores <- na.omit(gleason_scores)
gleason_score_counts <- table(gleason_scores)

# Print the counts
print(gleason_score_counts)

## gleason_scores
##   6   7   8   9  10 
##  45 240  62 130   4

library(limma)

# Create a design matrix for the comparison
design <- model.matrix(~gleason_scores)

# Perform differential expression analysis using limma
fit <- lmFit(logCPM, design)
fit <- eBayes(fit)

fdr_threshold <- 0.1
de_probes <- decideTests(fit, method = "separate", adjust.method = "fdr", p.value = fdr_threshold)
num_de_probes <- sum(de_probes != 0)

# If the number of probes is less than 30, find the top 30 probes
if (num_de_probes < 30) {
  # Get the top 30 probes based on adjusted p-values
  top_de_probes <- topTable(fit, number = 30, sort.by = "p", adjust.method = "fdr")
  
  # Print the top 30 probes
  print(top_de_probes)
} else {
  # Print the number of probes identified
  print(paste("Number of probes identified at FDR =", fdr_threshold, ":", num_de_probes))
}

## [1] "Number of probes identified at FDR = 0.1 : 34819"

class(dge)

## [1] "DGEList"
## attr(,"package")
## [1] "edgeR"

probe_name <- rownames(logCPM)[1] 
plot_data <- data.frame(Group = gleason_scores, Expression = logCPM[probe_name, ])

# Create a boxplot 
library(ggplot2)

ggplot(plot_data, aes(x = factor(Group), y = Expression)) +
  geom_boxplot() +
  labs(
    title = paste("Probe:", probe_name, "Expression Boxplot"),
    x = "Gleason Score Group",
    y = "Expression (logCPM)"
  )

# Map gene names to probes
gene_names <- probeMap$gene[match(rownames(fit$coefficients), probeMap$id)]

# Check if gene_names has NA values and handle them
if (any(is.na(gene_names))) {
  gene_names[is.na(gene_names)] <- "Unknown"
}

# Create the Data Frame
results_df <- data.frame(
  GeneName = gene_names,
  ProbeName = rownames(fit$coefficients),
  logFC = fit$coefficients[, "gleason_scores"],  # log fold change
  AdjPValue = fit$p.value[, "gleason_scores"]    #for adjusted p-values
)

#Top 5 Probes
top_probes_df <- results_df[order(results_df$AdjPValue), ][1:5, ]
print(top_probes_df)

##                      GeneName          ProbeName      logFC    AdjPValue
## ENSG00000229056.2  AC020571.3  ENSG00000229056.2 -0.7926764 4.268034e-31
## ENSG00000168539.3       CHRM1  ENSG00000168539.3 -0.5242527 9.273424e-30
## ENSG00000135451.11      TROAP ENSG00000135451.11  0.5548773 5.099481e-29
## ENSG00000099960.11     SLC7A4 ENSG00000099960.11 -1.1754443 5.280890e-29
## ENSG00000140534.12      TICRR ENSG00000140534.12  0.4301572 6.606410e-29

library(heatmaply)

## Warning: package 'heatmaply' was built under R version 4.3.2

## Loading required package: plotly

## Warning: package 'plotly' was built under R version 4.3.2

## 
## Attaching package: 'plotly'

## The following object is masked from 'package:ggplot2':
## 
##     last_plot

## The following object is masked from 'package:stats':
## 
##     filter

## The following object is masked from 'package:graphics':
## 
##     layout

## Loading required package: viridis

## Warning: package 'viridis' was built under R version 4.3.2

## Loading required package: viridisLite

## 
## ======================
## Welcome to heatmaply version 1.5.0
## 
## Type citation('heatmaply') for how to cite the package.
## Type ?heatmaply for the main documentation.
## 
## The github page is: https://github.com/talgalili/heatmaply/
## Please submit your suggestions and bug-reports at: https://github.com/talgalili/heatmaply/issues
## You may ask questions at stackoverflow, use the r and heatmaply tags: 
##   https://stackoverflow.com/questions/tagged/heatmaply
## ======================

# Calculate the mean logCPM
mean_logCPM <- rowMeans(logCPM)
sorted_genes <- names(sort(mean_logCPM, decreasing = TRUE))

# Define the number of top genes you want to select
top_gene_count <- 30

# Select the top genes
top_genes <- sorted_genes[1:top_gene_count]
subset_expression <- logCPM[top_genes, ]
threshold_value <- 7  #threshold for separating low and high Gleason scores
group_vector <- ifelse(gleason_scores < threshold_value, "Low Gleason", "High Gleason")
custom_color_palette <- colorRampPalette(c("yellow", "white", "blue"))(100)
heatmaply(
  subset_expression,
  colors = custom_color_palette,
  labels_col = group_vector,  # Color code samples by groups
  k_col = 2,  # Number of colors to use
  fontsize_row = 8,  # Adjust row label font size
  main = "Heatmap of Top 30 Genes Based on Mean logCPM"
)

gene_list <- rownames(logCPM)
head(gene_list)

## [1] "ENSG00000000003.13" "ENSG00000000005.5"  "ENSG00000000419.11"
## [4] "ENSG00000000457.12" "ENSG00000000460.15" "ENSG00000000938.11"

david_results <- read.table("C:/Users/ivatu/Downloads/Prostate/chart_F625A94F7CA01702314584249.txt", header = TRUE, sep = "\t", stringsAsFactors = FALSE)

## Warning in scan(file = file, what = what, sep = sep, quote = quote, dec = dec,
## : EOF within quoted string

## Warning in scan(file = file, what = what, sep = sep, quote = quote, dec = dec,
## : number of items read is not a multiple of the number of columns

head(david_results)

##           Category                       Term Count       X.        PValue
## 1 GOTERM_MF_DIRECT GO:0005515~protein binding 11384 59.38445  0.000000e+00
## 2 GOTERM_CC_DIRECT     GO:0005654~nucleoplasm  3876 20.21909 4.821526e-257
## 3 GOTERM_CC_DIRECT         GO:0005829~cytosol  5191 27.07877 7.049678e-255
## 4 GOTERM_CC_DIRECT       GO:0005737~cytoplasm  5127 26.74491 3.456058e-142
## 5 GOTERM_CC_DIRECT         GO:0005634~nucleus  5320 27.75170 2.598418e-117
## 6 GOTERM_CC_DIRECT        GO:0016020~membrane  3305 17.24048  1.184736e-98
##                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Genes
## 1 ENSG00000179029, ENSG00000016082, ENSG00000115839, ENSG00000103852, ENSG00000156384, ENSG00000103855, ENSG00000114503, ENSG00000080644, ENSG00000131089, ENSG00000170689, ENSG00000013810, ENSG00000131080, ENSG00000168374, ENSG00000102524, ENSG00000127824, ENSG00000182685, ENSG00000143079, ENSG00000180008, ENSG00000025800, ENSG00000115828, ENSG00000077009, ENSG00000115827, ENSG00000156374, ENSG00000115825, ENSG00000131095, ENSG00000065029, ENSG00000127838, ENSG00000168385, ENSG00000131094, ENSG00000127837, ENSG00000182670, ENSG00000144395, ENSG00000078328, ENSG00000143067, ENSG00000182676, ENSG00000180035, ENSG00000179044, ENSG00000114529, ENSG00000103876, ENSG00000144381, ENSG00000066322, ENSG00000168394, ENSG00000118096, ENSG00000168395, ENSG00000205861, ENSG00000131067, ENSG00000114520, ENSG00000204536, ENSG00000205869, ENSG00000012504, ENSG00000168398, ENSG00000205863, ENSG00000204531, ENSG00000167065, ENSG00000131061, ENSG00000168397, ENSG00000101216, ENSG00000102547, ENSG00000179041, ENSG00000101213, ENSG00000101210, ENSG00000092607, ENSG00000181378, ENSG00000065000, ENSG00000181374, ENSG00000066336, ENSG00000167074, ENSG00000115844, ENSG00000115841, ENSG00000115840, ENSG00000204525, ENSG00000204520, ENSG00000157680, ENSG00000101204, ENSG00000078304, ENSG00000179051, ENSG00000054356, ENSG00000066382, ENSG00000164808, ENSG00000156345, ENSG00000065054, ENSG00000155011, ENSG00000090013, ENSG00000065057, ENSG00000103811, ENSG00000004059, ENSG00000167085, ENSG00000131043, ENSG00000131042, ENSG00000132376, ENSG00000204592, ENSG00000005381, ENSG00000106080, ENSG00000167088, ENSG00000204599, ENSG00000144362, ENSG00000090006, ENSG00000106089, ENSG00000089022, ENSG00000143036, ENSG00000164815, ENSG00000132383, ENSG00000005379, ENSG00000131051, ENSG00000181392, ENSG00000077044, ENSG00000132386, ENSG00000155008, ENSG00000204580, ENSG00000079691, ENSG00000132388, ENSG00000106070, ENSG00000078369, ENSG00000164825, ENSG00000144354, ENSG00000258366, ENSG00000106078, ENSG00000144355, ENSG00000089012, ENSG00000145685, ENSG00000011201, ENSG00000065060, ENSG00000179071, ENSG00000157657, ENSG00000132357, ENSG00000242802, ENSG00000132359, ENSG00000164828, ENSG00000119383, ENSG00000204574, ENSG00000131023, ENSG00000157653, ENSG00000157654, ENSG00000024526, ENSG00000158985, ENSG00000118058, ENSG00000132356, ENSG00000158987, ENSG00000204576, ENSG00000089009, ENSG00000089006, ENSG00000204577, ENSG00000179085, ENSG00000079689, ENSG00000120370, ENSG00000145675, ENSG00000091317, ENSG00000143013, ENSG00000179083, ENSG00000188803, ENSG00000163501, ENSG00000131037, ENSG00000156313, ENSG00000115808, ENSG00000115806, ENSG00000180089, ENSG00000215218, ENSG00000163507, ENSG00000119392, ENSG00000215217, ENSG00000204560, ENSG00000066379, ENSG00000119396, ENSG00000119397, ENSG00000204569, ENSG00000204568, ENSG00000054392, ENSG00000144339, ENSG00000163513, ENSG00000163516, ENSG00000143001, ENSG00000164841, ENSG00000179091, ENSG00000163510, ENSG00000179094, ENSG00000270011, ENSG00000163512, ENSG00000074800, ENSG00000106049, ENSG00000188818, ENSG00000090054, ENSG00000163517, ENSG00000163519, ENSG00000180098, ENSG00000180096, ENSG00000133661, ENSG00000132330, ENSG00000133665, ENSG00000175505, ENSG00000134996, ENSG00000132334, ENSG00000062822, ENSG00000164850, ENSG00000205809, ENSG00000107372, ENSG00000188822, ENSG00000107371, ENSG00000205808, ENSG00000121680, ENSG00000163527, ENSG00000188820, ENSG00000163520, ENSG00000188827, ENSG00000131016, ENSG00000157625, ENSG00000131015, ENSG00000131018, ENSG00000089050, ENSG00000133678, ENSG00000163528, ENSG00000131019, ENSG00000132341, ENSG00000005339, ENSG00000023228, ENSG00000118046, ENSG00000131013, ENSG00000145649, ENSG00000163535, ENSG00000164867, ENSG00000108691, ENSG00000089057, ENSG00000163531, ENSG00000011243, ENSG00000157613, ENSG00000089041, ENSG00000163539, ENSG00000049860, ENSG00000158941, ENSG00000176853, ENSG00000011258, ENSG00000120337, ENSG00000120334, ENSG00000163541, ENSG00000175518, ENSG00000078399, ENSG00000187510, ENSG00000187513, ENSG00000187514, ENSG00000164877, ENSG00000164879, ENSG00000233056, ENSG00000120333, ENSG00000106069, ENSG00000050820, ENSG00000146963, ENSG00000188846, ENSG00000145632, ENSG00000163545, ENSG00000090020, ENSG00000134986, ENSG00000132326, ENSG00000132329, ENSG00000175538, ENSG00000134982, ENSG00000132323, ENSG00000077063, ENSG00000157601, ENSG00000146955, ENSG00000145623, ENSG00000121671, ENSG00000257017, ENSG00000106052, ENSG00000229809, ENSG00000163558, ENSG00000162227, ENSG00000271303, ENSG00000164885, ENSG00000162222, ENSG00000036549, ENSG00000146950, ENSG00000120341, ENSG00000106004, ENSG00000108669, ENSG00000107338, ENSG00000074842, ENSG00000108666, ENSG00000134954, ENSG00000006638, ENSG00000106009, ENSG00000110987, ENSG00000049883, ENSG00000006634, ENSG00000005302, ENSG00000007968, ENSG00000119321, ENSG00000175548, ENSG00000086827, ENSG00000119326, ENSG00000121644, ENSG00000162231, ENSG00000163563, ENSG00000119328, ENSG00000187531, ENSG00000120318, ENSG00000186204, ENSG00000163568, ENSG00000187535, ENSG00000272602, ENSG00000186205, ENSG00000011275, ENSG00000164896, ENSG00000163565, ENSG00000164898, ENSG00000188868, ENSG00000164897, ENSG00000162236, ENSG00000122970, ENSG00000133636, ENSG00000132305, ENSG00000089094, ENSG00000176884, ENSG00000133639, ENSG00000089091, ENSG00000048540, ENSG00000175550, ENSG00000174226, ENSG00000175556, ENSG00000134962, ENSG00000119333, ENSG00000007952, ENSG00000132300, ENSG00000119335, ENSG00000118004, ENSG00000037897, ENSG00000145604, ENSG00000118007, ENSG00000205835, ENSG00000120327, ENSG00000120328, ENSG00000146938, ENSG00000187522, ENSG00000205838, ENSG00000121653, ENSG00000108654, ENSG00000163576, ENSG00000108651, ENSG00000163577, ENSG00000149196, ENSG00000047249, ENSG00000176894, ENSG00000106028, ENSG00000276180, ENSG00000174233, ENSG00000133606, ENSG00000175564, ENSG00000174231, ENSG00000146918, ENSG00000198203, ENSG00000175567, ENSG00000174236, ENSG00000007944, ENSG00000198205, ENSG00000176896, ENSG00000077097, ENSG00000174238, ENSG00000006611, ENSG00000163584, ENSG00000121621, ENSG00000122952, ENSG00000186222, ENSG00000187554, ENSG00000122958, ENSG00000258315, ENSG00000011295, ENSG00000187555, ENSG00000188886, ENSG00000187556, ENSG00000108684, ENSG00000106025, ENSG00000108679, ENSG00000023287, ENSG00000175575, ENSG00000174243, ENSG00000175573, ENSG00000149187, ENSG00000007933, ENSG00000146909, ENSG00000134940, ENSG00000090060, ENSG00000090061, ENSG00000122966, ENSG00000163596, ENSG00000119318, ENSG00000186212, ENSG00000120306, ENSG00000188878, ENSG00000108671, ENSG00000187546, ENSG00000107341, ENSG00000047230, ENSG00000106012, ENSG00000162267, ENSG00000163599, ENSG00000149295, ENSG00000174130, ENSG00000149294, ENSG00000133706, ENSG00000174132, ENSG00000133703, ENSG00000175463, ENSG00000150281, ENSG00000133704, ENSG00000198105, ENSG00000007923, ENSG00000174136, ENSG00000175467, ENSG00000084207, ENSG00000119401, ENSG00000119402, ENSG00000119403, ENSG00000163485, ENSG00000188786, ENSG00000119408, ENSG00000163481, ENSG00000163482, ENSG00000277494, ENSG00000107404, ENSG00000175470, ENSG00000108733, ENSG00000119414, ENSG00000265491, ENSG00000163492, ENSG00000186111, ENSG00000149289, ENSG00000186115, ENSG00000187446, ENSG00000163499, ENSG00000149273, ENSG00000174151, ENSG00000007908, ENSG00000175482, ENSG00000198121, ENSG00000106105, ENSG00000107438, ENSG00000072201, ENSG00000175489, ENSG00000137288, ENSG00000186141, ENSG00000137285, ENSG00000187474, ENSG00000106100, ENSG00000149262, ENSG00000072210, ENSG00000174165, ENSG00000277481, ENSG00000186130, ENSG00000060237, ENSG00000085514, ENSG00000162188, ENSG00000121716, ENSG00000186132, ENSG00000085511, ENSG00000149269, ENSG00000174173, ENSG00000108700, ENSG00000174177, ENSG00000174175, ENSG00000162191, ENSG00000137266, ENSG00000151575, ENSG00000137267, ENSG00000151576, ENSG00000138593, ENSG00000113296, ENSG00000137265, ENSG00000187498, ENSG00000138592, ENSG00000137261, ENSG00000186166, ENSG00000149257, ENSG00000149256, ENSG00000198131, ENSG00000149243, ENSG00000198133, ENSG00000072274, ENSG00000152894, ENSG00000186153, ENSG00000137275, ENSG00000113282, ENSG00000137270, ENSG00000171903, ENSG00000187486, ENSG00000277462, ENSG00000017427, ENSG00000073578, ENSG00000198169, ENSG00000174197, ENSG00000198168, ENSG00000151553, ENSG00000186185, ENSG00000186184, ENSG00000085563, ENSG00000171914, ENSG00000084234, ENSG00000186187, ENSG00000171916, ENSG00000125266, ENSG00000169604, ENSG00000198160, ENSG00000073584, ENSG00000000460, ENSG00000138587, ENSG00000169612, ENSG00000171928, ENSG00000198185, ENSG00000000457, ENSG00000198189, ENSG00000067715, ENSG00000171940, ENSG00000151532, ENSG00000170604, ENSG00000169621, ENSG00000216490, ENSG00000137221, ENSG00000170606, ENSG00000170608, ENSG00000125249, ENSG00000149212, ENSG00000149218, ENSG00000101276, ENSG00000169627, ENSG00000182600, 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ENSG00000148399, ENSG00000135090, ENSG00000078804, ENSG00000147050, ENSG00000107874, ENSG00000106546, ENSG00000096696, ENSG00000003987, ENSG00000123080, ENSG00000179409, ENSG00000135069, ENSG00000070061, ENSG00000120805, ENSG00000119820, ENSG00000135063, ENSG00000234745, ENSG00000168758, ENSG00000106541, ENSG00000107872, ENSG00000107864, ENSG00000105202, ENSG00000107863, ENSG00000123095, ENSG00000105204, ENSG00000147044, ENSG00000132801, ENSG00000123091, ENSG00000106536, ENSG00000147041, ENSG00000106538, ENSG00000135077, ENSG00000167434, ENSG00000168765, ENSG00000168763, ENSG00000135070, ENSG00000118503, ENSG00000159023, ENSG00000135074, ENSG00000118507, ENSG00000118508, ENSG00000053501, ENSG00000168769, ENSG00000107862, ENSG00000150681, ENSG00000077514, ENSG00000148362, ENSG00000135047, ENSG00000136378, ENSG00000135046, ENSG00000107816, ENSG00000150687, ENSG00000065534, ENSG00000107819, ENSG00000064205, ENSG00000111077, ENSG00000136379, ENSG00000119801, ENSG00000166111, ENSG00000135040, ENSG00000277893, ENSG00000167447, ENSG00000181754, ENSG00000178104, ENSG00000181751, ENSG00000015285, ENSG00000077522, ENSG00000150676, ENSG00000150672, ENSG00000065548, ENSG00000136381, ENSG00000112394, ENSG00000168785, ENSG00000166126, ENSG00000119812, ENSG00000120802, ENSG00000135052, ENSG00000120800, ENSG00000148356, ENSG00000166128, ENSG00000147027, ENSG00000124370, ENSG00000107833, ENSG00000148341, ENSG00000147010, ENSG00000167460, ENSG00000166135, ENSG00000167468, ENSG00000214290, ENSG00000136352, ENSG00000166130, ENSG00000168795, ENSG00000168792, ENSG00000167461, ENSG00000148346, ENSG00000148343, ENSG00000148344, ENSG00000124374, ENSG00000179456, ENSG00000179455, ENSG00000095397, ENSG00000124383, ENSG00000181773, ENSG00000178127, ENSG00000107821, ENSG00000180440, ENSG00000148331, ENSG00000124380, ENSG00000136367, ENSG00000137699, ENSG00000167470, ENSG00000166140, ENSG00000066855, ENSG00000107829, ENSG00000111087, ENSG00000065526, ENSG00000137691, ENSG00000137692, ENSG00000166148, ENSG00000137693, ENSG00000167476, ENSG00000166147, ENSG00000147003, ENSG00000148334, ENSG00000148335, ENSG00000148337, ENSG00000100380, ENSG00000040275, ENSG00000181781, ENSG00000112367, ENSG00000135002, ENSG00000240563, ENSG00000112365, ENSG00000167487, ENSG00000150637, ENSG00000006194, ENSG00000151967, ENSG00000150636, ENSG00000167483, ENSG00000124356, ENSG00000124357, ENSG00000100387, ENSG00000100385, ENSG00000149658, ENSG00000180448, ENSG00000149657, ENSG00000180447, ENSG00000125686, ENSG00000181778, ENSG00000125691, ENSG00000264522, ENSG00000178149, ENSG00000090520, ENSG00000181790, ENSG00000112357, ENSG00000167491, ENSG00000137673, ENSG00000135018, ENSG00000150630, ENSG00000166167, ENSG00000137672, ENSG00000166169, ENSG00000088205, ENSG00000166164, ENSG00000150625, ENSG00000166166, ENSG00000150628, ENSG00000166165, ENSG00000100379, ENSG00000100376, ENSG00000091844, ENSG00000181789, ENSG00000100372, ENSG00000181788, ENSG00000100373, ENSG00000136319, ENSG00000137648, ENSG00000166171, ENSG00000076201, ENSG00000111058, ENSG00000111057, ENSG00000151952, ENSG00000166170, ENSG00000166173, ENSG00000065559, ENSG00000240583, ENSG00000137642, ENSG00000251247, ENSG00000111052, ENSG00000148308, ENSG00000091831, ENSG00000178150, ENSG00000163900, ENSG00000010404, ENSG00000148300, ENSG00000149636, ENSG00000148303, ENSG00000124333, ENSG00000149634, ENSG00000100393, ENSG00000180488, ENSG00000077549, ENSG00000163909, ENSG00000163902, ENSG00000163904, ENSG00000112378, ENSG00000137656, ENSG00000166181, ENSG00000166183, ENSG00000166189, ENSG00000166188, ENSG00000125676, ENSG00000100395, ENSG00000239779, ENSG00000162704, ENSG00000162706, ENSG00000150722, ENSG00000023734, ENSG00000111110, ENSG00000148408, ENSG00000035720, ENSG00000088256, ENSG00000148400, ENSG00000090565, ENSG00000162711, ENSG00000100462, ENSG00000149735, ENSG00000100461, ENSG00000239789, ENSG00000213139, ENSG00000162714, ENSG00000150712, ENSG00000113761, 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ENSG00000100426, ENSG00000100427, ENSG00000125726, ENSG00000100425, ENSG00000100422, ENSG00000162755, ENSG00000101752, ENSG00000058404, ENSG00000162757, ENSG00000101751, ENSG00000213186, ENSG00000213185, ENSG00000088280, ENSG00000154277, ENSG00000154274, ENSG00000113721, ENSG00000137710, ENSG00000113722, ENSG00000137713, ENSG00000174740, ENSG00000174744, ENSG00000173409, ENSG00000173406, ENSG00000100417, ENSG00000174738, ENSG00000100418, ENSG00000125735, ENSG00000100413, ENSG00000124406, ENSG00000125731, ENSG00000125734, ENSG00000100410, ENSG00000125733, ENSG00000125730, ENSG00000113758, ENSG00000162769, ENSG00000112425, ENSG00000198721, ENSG00000130294, ENSG00000198723, ENSG00000198722, ENSG00000173421, ENSG00000130299, ENSG00000198718, ENSG00000033122, ENSG00000173418, ENSG00000174748, ENSG00000198719, ENSG00000100448, ENSG00000125703, ENSG00000160113, ENSG00000213160, ENSG00000162777, ENSG00000100442, ENSG00000101773, ENSG00000162772, ENSG00000100441, ENSG00000162775, ENSG00000112419, ENSG00000090581, ENSG00000154252, ENSG00000198712, ENSG00000113742, ENSG00000173436, ENSG00000198707, ENSG00000100439, ENSG00000142273, ENSG00000059728, ENSG00000089597, ENSG00000162783, ENSG00000142279, ENSG00000143590, ENSG00000198740, ENSG00000198743, ENSG00000172113, ENSG00000174775, ENSG00000008735, ENSG00000198742, ENSG00000197415, ENSG00000198746, ENSG00000172115, ENSG00000172116, ENSG00000084731, ENSG00000197409, ENSG00000117298, ENSG00000060762, ENSG00000084733, ENSG00000084734, ENSG00000160131, ENSG00000186765, ENSG00000185432, ENSG00000203747, ENSG00000143595, ENSG00000185436, ENSG00000186767, ENSG00000072736, ENSG00000185418, ENSG00000257591, ENSG00000257594, ENSG00000155561, ENSG00000215712, ENSG00000198730, ENSG00000239704, ENSG00000174780, ENSG00000129295, ENSG00000129292, ENSG00000198732, ENSG00000215717, ENSG00000173456, ENSG00000198734, ENSG00000172123, ENSG00000198736, ENSG00000174788, ENSG00000154237, ENSG00000198728, ENSG00000058453, ENSG00000142252, ENSG00000185420, ENSG00000117281, ENSG00000256269, ENSG00000117280, ENSG00000160145, ENSG00000256294, ENSG00000113719, ENSG00000154222, ENSG00000239713, ENSG00000113712, ENSG00000198763, ENSG00000174791, ENSG00000173467, ENSG00000174796, ENSG00000154229, ENSG00000215704, ENSG00000173465, ENSG00000008710, ENSG00000154227, ENSG00000198768, ENSG00000130254, ENSG00000174799, ENSG00000143578, ENSG00000084710, ENSG00000203722, ENSG00000185453, ENSG00000100403, ENSG00000186787, ENSG00000100401, ENSG00000143570, ENSG00000059758, ENSG00000143575, ENSG00000156873, ENSG00000173473, ENSG00000198753, ENSG00000198756, ENSG00000198755, ENSG00000154217, ENSG00000198759, ENSG00000156876, ENSG00000203710, ENSG00000143569, ENSG00000142230, ENSG00000184110, ENSG00000184113, ENSG00000144891, ENSG00000144893, ENSG00000184117, ENSG00000144895, ENSG00000142235, ENSG00000173480, ENSG00000072786, ENSG00000258890, ENSG00000129245, ENSG00000130234, ENSG00000129244, ENSG00000155530, ENSG00000198780, ENSG00000197451, ENSG00000198783, ENSG00000198785, ENSG00000173482, ENSG00000196123, ENSG00000203780, ENSG00000197457, ENSG00000173486, ENSG00000196126, ENSG00000198788, ENSG00000172156, ENSG00000118596, ENSG00000172159, ENSG00000184144, ENSG00000185475, ENSG00000083444, ENSG00000256235, ENSG00000105270, ENSG00000160179, ENSG00000185479, ENSG00000142227, ENSG00000072778, ENSG00000143553, ENSG00000129255, ENSG00000096746, ENSG00000172164, ENSG00000196110, ENSG00000071462, ENSG00000197442, ENSG00000198774, ENSG00000129250, ENSG00000033170, ENSG00000197444, ENSG00000196116, ENSG00000156858, ENSG00000197448, ENSG00000130244, ENSG00000033178, ENSG00000084764, ENSG00000160182, ENSG00000143545, ENSG00000143546, ENSG00000160180, ENSG00000203778, ENSG00000160185, ENSG00000143549, ENSG00000186792, ENSG00000106591, ENSG00000168906, ENSG00000160188, ENSG00000185467, ENSG00000256223, ENSG00000155511, ENSG00000172171, ENSG00000132874, ENSG00000172172, ENSG00000197471, ENSG00000197472, ENSG00000172175, ENSG00000132879, ENSG00000214413, ENSG00000203760, ENSG00000132872, ENSG00000184160, ENSG00000160193, ENSG00000084754, ENSG00000160191, ENSG00000184162, ENSG00000118579, ENSG00000120896, ENSG00000144868, ENSG00000143537, ENSG00000184164, ENSG00000105290, ENSG00000120899, ENSG00000160194, ENSG00000185499, ENSG00000142208, ENSG00000168917, ENSG00000160199, ENSG00000105298, ENSG00000129226, ENSG00000156831, ENSG00000105289, ENSG00000129235, ENSG00000130224, ENSG00000197461, ENSG00000069122, ENSG00000198791, ENSG00000130227, ENSG00000198794, ENSG00000198793, ENSG00000131558, ENSG00000168918, ENSG00000198795, ENSG00000269556, ENSG00000155508, ENSG00000196136, ENSG00000197467, ENSG00000155506, ENSG00000198799, ENSG00000244274, ENSG00000132881, ENSG00000130222, ENSG00000185480, ENSG00000117266, ENSG00000185482, ENSG00000144857, ENSG00000185483, ENSG00000105281, ENSG00000096717, ENSG00000184156, ENSG00000168924, ENSG00000105287, ENSG00000144852, ENSG00000105355, ENSG00000130311, ENSG00000197372, ENSG00000106689, ENSG00000130313, ENSG00000106688, ENSG00000172071, ENSG00000197375, ENSG00000245532, ENSG00000116005, ENSG00000117335, ENSG00000143632, ENSG00000184060, ENSG00000116001, ENSG00000168818, ENSG00000257524, ENSG00000106683, ENSG00000120992, ENSG00000106682, ENSG00000142303, ENSG00000168811, ENSG00000143630, ENSG00000143631, ENSG00000131653, ENSG00000198690, ENSG00000197361, ENSG00000197362, ENSG00000069188, ENSG00000198692, ENSG00000244219, ENSG00000172086, ENSG00000118680, ENSG00000002586, ENSG00000156931, ENSG00000117322, ENSG00000143621, ENSG00000143622, ENSG00000118689, ENSG00000143624, ENSG00000184056, ENSG00000156928, ENSG00000185386, ENSG00000082146, ENSG00000184058, ENSG00000168826, ENSG00000168827, ENSG00000168824, ENSG00000132952, ENSG00000131620, ENSG00000105379, ENSG00000132953, ENSG00000131626, ENSG00000156925, ENSG00000132950, ENSG00000119986, ENSG00000118655, ENSG00000143614, ENSG00000159197, ENSG00000159199, ENSG00000105372, ENSG00000105373, ENSG00000105374, ENSG00000104043, ENSG00000104044, ENSG00000105376, ENSG00000197381, ENSG00000130300, ENSG00000132963, ENSG00000105366, ENSG00000132965, ENSG00000130303, ENSG00000105369, ENSG00000132964, ENSG00000070159, ENSG00000197385, ENSG00000130304, ENSG00000197386, ENSG00000220205, ENSG00000130307, ENSG00000159189, ENSG00000116017, ENSG00000116016, ENSG00000116014, ENSG00000159184, ENSG00000184076, ENSG00000144935, ENSG00000082126, ENSG00000129317, ENSG00000106692, ENSG00000181804, ENSG00000129315, ENSG00000167515, ENSG00000105364, ENSG00000167513, ENSG00000132932, ENSG00000120948, ENSG00000065613, ENSG00000167523, ENSG00000159173, ENSG00000119965, ENSG00000065609, ENSG00000029993, ENSG00000119969, ENSG00000159176, ENSG00000181817, ENSG00000275395, ENSG00000082196, ENSG00000054967, ENSG00000167526, ENSG00000054965, ENSG00000167524, ENSG00000196072, ENSG00000002549, ENSG00000147180, ENSG00000106633, ENSG00000106635, 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ENSG00000069345, ENSG00000153140, ENSG00000197641, ENSG00000173692, ENSG00000172361, ENSG00000172366, ENSG00000171033, ENSG00000196313, ENSG00000197646, ENSG00000197647, ENSG00000153147, ENSG00000116199, ENSG00000124608, ENSG00000116198, ENSG00000142494, ENSG00000101945, ENSG00000124602, ENSG00000100614, ENSG00000141161, ENSG00000100612, ENSG00000185664, ENSG00000116191, ENSG00000125931, ENSG00000112624, ENSG00000153130, ENSG00000155792, ENSG00000196345, ENSG00000172375, ENSG00000171049, ENSG00000172379, ENSG00000001084, ENSG00000101977, ENSG00000100647, ENSG00000184361, ENSG00000100644, ENSG00000184363, ENSG00000160392, ENSG00000101974, ENSG00000072958, ENSG00000183036, ENSG00000101972, ENSG00000160396, ENSG00000058668, ENSG00000071626, ENSG00000172380, ENSG00000112619, ENSG00000128185, ENSG00000154451, ENSG00000171051, ENSG00000113946, ENSG00000171056, ENSG00000069329, ENSG00000171055, ENSG00000196338, ENSG00000058673, ENSG00000099194, ENSG00000125912, ENSG00000183020, ENSG00000101966, ENSG00000185681, ENSG00000203950, ENSG00000183023, ENSG00000185686, ENSG00000100632, ENSG00000125910, ENSG00000239961, ENSG00000093000, ENSG00000153113, ENSG00000070366, ENSG00000070367, ENSG00000130479, ENSG00000197694, ENSG00000129484, ENSG00000196363, ENSG00000213347, ENSG00000197696, ENSG00000196365, ENSG00000172399, ENSG00000171067, ENSG00000196367, ENSG00000129480, ENSG00000196368, ENSG00000154447, ENSG00000244486, ENSG00000130475, ENSG00000143799, ENSG00000184381, ENSG00000184384, ENSG00000081026, ENSG00000101911, ENSG00000116161, ENSG00000143793, ENSG00000213341, ENSG00000130487, ENSG00000028839, ENSG00000155760, ENSG00000196352, ENSG00000196353, ENSG00000213339, ENSG00000196358, ENSG00000070371, ENSG00000116157, ENSG00000143786, ENSG00000142453, ENSG00000184371, ENSG00000117481, ENSG00000117480, ENSG00000081014, ENSG00000015520, ENSG00000142459, ENSG00000183048, ENSG00000167815, ENSG00000141127, ENSG00000183049, ENSG00000113916, ENSG00000129465, ENSG00000068024, ENSG00000131788, ENSG00000068028, ENSG00000196387, ENSG00000129460, ENSG00000196388, ENSG00000155755, ENSG00000155754, ENSG00000101928, ENSG00000143776, ENSG00000101935, ENSG00000100603, ENSG00000183077, ENSG00000270765, ENSG00000044090, ENSG00000096968, ENSG00000095637, ENSG00000143771, ENSG00000143772, ENSG00000129467, ENSG00000143774, ENSG00000142444, ENSG00000255150, ENSG00000171094, ENSG00000129474, ENSG00000196372, ENSG00000129472, ENSG00000129473, ENSG00000171097, ENSG00000196376, ENSG00000196378, ENSG00000155749, ENSG00000131791, ENSG00000155744, ENSG00000001036, ENSG00000056050, ENSG00000141101, ENSG00000116176, ENSG00000183066, ENSG00000116171, ENSG00000166508, ENSG00000143761, ENSG00000166501, ENSG00000014216, ENSG00000104267, ENSG00000130558, ENSG00000155858, ENSG00000167720, ENSG00000167721, ENSG00000082397, ENSG00000219481, ENSG00000143878, ENSG00000141219, ENSG00000203907, ENSG00000039523, ENSG00000142546, ENSG00000143870, ENSG00000129566, ENSG00000142544, ENSG00000128245, ENSG00000196275, ENSG00000131899, ENSG00000155849, ENSG00000154518, ENSG00000116237, ENSG00000130560, ENSG00000130561, ENSG00000179715, ENSG00000184292, ENSG00000166401, ENSG00000117560, ENSG00000081059, ENSG00000143869, ENSG00000081051, ENSG00000105583, ENSG00000142534, ENSG00000143862, ENSG00000069399, ENSG00000002330, ENSG00000244462, ENSG00000118894, ENSG00000116266, ENSG00000117597, ENSG00000117595, ENSG00000118898, ENSG00000167740, ENSG00000166411, ENSG00000167741, ENSG00000117593, ENSG00000117592, ENSG00000143858, ENSG00000130528, ENSG00000142528, ENSG00000130529, ENSG00000167749, ENSG00000081041, ENSG00000143850, ENSG00000143851, ENSG00000038219, ENSG00000093010, ENSG00000068079, ENSG00000131876, ENSG00000178401, ENSG00000068078, ENSG00000130545, ENSG00000196296, ENSG00000142507, ENSG00000155827, ENSG00000143839, ENSG00000244476, ENSG00000178409, ENSG00000065802, ENSG00000130540, ENSG00000131871, ENSG00000158092, ENSG00000117586, ENSG00000167754, ENSG00000143842, ENSG00000056097, ENSG00000143845, ENSG00000116251, ENSG00000143847, ENSG00000142515, ENSG00000129559, ENSG00000128228, ENSG00000167759, ENSG00000093009, ENSG00000014257, ENSG00000142512, ENSG00000039537, ENSG00000167755, ENSG00000196290, ENSG00000166426, ENSG00000255112, ENSG00000180730, ENSG00000129521, ENSG00000130511, ENSG00000105556, ENSG00000131845, ENSG00000130513, ENSG00000039560, ENSG00000041880, ENSG00000131844, ENSG00000105559, ENSG00000244405, ENSG00000116209, ENSG00000116205, ENSG00000004975, ENSG00000117533, ENSG00000118873, ENSG00000089818, ENSG00000089820, ENSG00000257727, ENSG00000166439, ENSG00000167768, ENSG00000167769, ENSG00000167766, ENSG00000167767, ENSG00000130520, ENSG00000130522, ENSG00000146094, ENSG00000105549, ENSG00000179750, ENSG00000104218, ENSG00000004961, ENSG00000117528, ENSG00000143816, ENSG00000158079, ENSG00000143819, ENSG00000117525, ENSG00000117523, ENSG00000167775, ENSG00000166444, ENSG00000165113, ENSG00000167771, ENSG00000167772, ENSG00000166441, ENSG00000167770, ENSG00000180739, ENSG00000165119, ENSG00000131848, ENSG00000130518, ENSG00000129538, ENSG00000167779, ENSG00000129535, ENSG00000165115, ENSG00000166446, ENSG00000165118, ENSG00000129534, ENSG00000166448, ENSG00000105576, ENSG00000146083, ENSG00000146085, ENSG00000206190, ENSG00000179761, ENSG00000159399, ENSG00000177105, ENSG00000065833, ENSG00000177106, ENSG00000166454, ENSG00000165125, ENSG00000274286, ENSG00000167785, ENSG00000158062, ENSG00000081087, ENSG00000143811, ENSG00000166452, ENSG00000167780, ENSG00000143815, ENSG00000179774, ENSG00000146072, ENSG00000179776, ENSG00000131831, ENSG00000105568, ENSG00000159388, ENSG00000159387, ENSG00000274290, ENSG00000116213, ENSG00000178449, ENSG00000177119, ENSG00000167797, ENSG00000158050, ENSG00000143801, ENSG00000167792, ENSG00000158055, ENSG00000129518, ENSG00000129515, ENSG00000131828, ENSG00000165138, ENSG00000129514, ENSG00000104231, ENSG00000075218, ENSG00000177125, ENSG00000146063, ENSG00000105514, ENSG00000105516, ENSG00000147394, ENSG00000159377, ENSG00000105518, ENSG00000038274, ENSG00000134077, ENSG00000134070, ENSG00000087206, ENSG00000166478, ENSG00000088538, ENSG00000166477, ENSG00000165140, ENSG00000166471, ENSG00000158042, ENSG00000134072, ENSG00000189114, ENSG00000159374, ENSG00000010704, ENSG00000146067, ENSG00000180767, ENSG00000166479, ENSG00000180785, ENSG00000076555, ENSG00000146054, ENSG00000147383, ENSG00000076554, ENSG00000105509, ENSG00000177138, ENSG00000110092, ENSG00000165156, ENSG00000274276, ENSG00000166483, ENSG00000166482, ENSG00000134086, ENSG00000063245, ENSG00000166484, ENSG00000159363, ENSG00000063244, ENSG00000118849, ENSG00000063241, ENSG00000178460, ENSG00000104205, ENSG00000178473, ENSG00000105538, ENSG00000134057, ENSG00000135387, ENSG00000064545, ENSG00000064547, ENSG00000134058, ENSG00000189134, ENSG00000165169, ENSG00000165168, ENSG00000158022, ENSG00000159352, ENSG00000165164, ENSG00000118816, ENSG00000180787, ENSG00000177156, ENSG00000106852, ENSG00000105520, ENSG00000148690, ENSG00000105523, ENSG00000106853, ENSG00000122085, ENSG00000065882, ENSG00000065883, ENSG00000117505, ENSG00000159346, ENSG00000158014, ENSG00000165171, ENSG00000159348, ENSG00000117500, ENSG00000158019, ENSG00000135390, ENSG00000189120, ENSG00000007174, ENSG00000134061, ENSG00000165175, ENSG00000189129, ENSG00000007171, ENSG00000146038, ENSG00000178498, ENSG00000177169, ENSG00000148680, ENSG00000146021, ENSG00000106803, ENSG00000106804, ENSG00000135365, ENSG00000136695, ENSG00000135363, ENSG00000162909, ENSG00000106809, ENSG00000110063, ENSG00000110066, ENSG00000158008, ENSG00000165188, ENSG00000007168, ENSG00000134030, ENSG00000165185, ENSG00000135362, ENSG00000189159, ENSG00000109072, ENSG00000189157, ENSG00000123388, ENSG00000109079, ENSG00000087245, ENSG00000123384, ENSG00000090889, ENSG00000148688, ENSG00000034713, ENSG00000237289, ENSG00000099219, ENSG00000150990, ENSG00000148672, ENSG00000150995, ENSG00000134046, ENSG00000110057, ENSG00000135374, ENSG00000134049, ENSG00000150991, ENSG00000135378, ENSG00000189143, ENSG00000165195, ENSG00000135372, ENSG00000165197, ENSG00000118804, ENSG00000109062, ENSG00000109065, ENSG00000146013, ENSG00000123395, ENSG00000148677, ENSG00000122068, ENSG00000162927, ENSG00000177189, ENSG00000162928, ENSG00000123360, ENSG00000148660, ENSG00000099203, ENSG00000162923, ENSG00000099204, ENSG00000162924, ENSG00000134013, ENSG00000106829, ENSG00000135341, ENSG00000135346, ENSG00000134014, ENSG00000189171, ENSG00000174903, ENSG00000150977, ENSG00000177181, ENSG00000162931, ENSG00000122033, ENSG00000109099, ENSG00000123364, ENSG00000146007, ENSG00000146006, ENSG00000122035, ENSG00000262246, ENSG00000159307, ENSG00000110079, ENSG00000136689, ENSG00000110075, ENSG00000075240, ENSG00000110077, ENSG00000274211, ENSG00000150967, ENSG00000134020, ENSG00000009790, ENSG00000109083, ENSG00000089876, ENSG00000109084, ENSG00000174917, ENSG00000109089, ENSG00000122042, ENSG00000162944, ENSG00000123374, ENSG00000147324, ENSG00000177191, ENSG00000110148, ENSG00000160408, ENSG00000135441, ENSG00000135447, ENSG00000135446, ENSG00000173714, ENSG00000099260, ENSG00000147439, ENSG00000146109, ENSG00000136770, ENSG00000160410, ENSG00000058729, ENSG00000124795, ENSG00000112799, ENSG00000135452, ENSG00000099256, ENSG00000136783, ENSG00000135451, ENSG00000159403, ENSG00000172403, ENSG00000099250, ENSG00000135457, ENSG00000008441, ENSG00000173726, ENSG00000147421, ENSG00000123472, ENSG00000123473, ENSG00000087274, ENSG00000136758, ENSG00000185728, ENSG00000221909, ENSG00000020129, ENSG00000172410, ENSG00000110169, ENSG00000099246, ENSG00000197712, ENSG00000135424, ENSG00000197713, ENSG00000009765, ENSG00000136754, ENSG00000135423, ENSG00000197714, ENSG00000173744, ENSG00000147419, ENSG00000147416, ENSG00000250479, ENSG00000109171, ENSG00000172409, ENSG00000185730, ENSG00000087266, ENSG00000184402, ENSG00000221914, ENSG00000087263, ENSG00000221916, ENSG00000134108, ENSG00000135439, ENSG00000134109, ENSG00000134107, ENSG00000019144, ENSG00000197702, ENSG00000173757, ENSG00000172426, ENSG00000148737, ENSG00000087258, ENSG00000124789, ENSG00000123454, ENSG00000148730, ENSG00000147400, ENSG00000087253, ENSG00000185721, ENSG00000124787, ENSG00000124788, ENSG00000087250, ENSG00000122126, ENSG00000147403, ENSG00000160447, ENSG00000148734, ENSG00000185722, ENSG00000124783, ENSG00000124784, ENSG00000221926, ENSG00000136738, ENSG00000135407, ENSG00000110108, ENSG00000135406, ENSG00000135404, ENSG00000109118, ENSG00000236104, ENSG00000110104, ENSG00000135409, ENSG00000110107, ENSG00000171100, ENSG00000172432, ENSG00000111432, ENSG00000173762, ENSG00000044115, ENSG00000171103, ENSG00000196405, ENSG00000136732, ENSG00000171105, ENSG00000136731, ENSG00000197728, ENSG00000172428, ENSG00000275713, ENSG00000275714, ENSG00000123427, ENSG00000109111, ENSG00000100784, ENSG00000185753, ENSG00000109113, ENSG00000109107, ENSG00000184408, ENSG00000069424, ENSG00000111424, ENSG00000008405, ENSG00000135414, ENSG00000197724, ENSG00000021488, ENSG00000099290, ENSG00000171109, ENSG00000124767, ENSG00000160460, ENSG00000109101, ENSG00000124766, ENSG00000185745, ENSG00000161798, ENSG00000237441, ENSG00000070404, ENSG00000124762, ENSG00000109103, ENSG00000136718, ENSG00000136717, ENSG00000153294, ENSG00000173786, ENSG00000196422, ENSG00000171124, ENSG00000249437, ENSG00000111450, ENSG00000197756, ENSG00000171126, ENSG00000099284, ENSG00000136710, ENSG00000111452, ENSG00000009724, ENSG00000112782, ENSG00000196418, ENSG00000196419, ENSG00000099282, ENSG00000160472, ENSG00000160471, ENSG00000123405, ENSG00000109133, ENSG00000185774, ENSG00000184445, ENSG00000124733, ENSG00000183117, ENSG00000172461, ENSG00000172465, ENSG00000196411, ENSG00000171132, ENSG00000112773, ENSG00000172466, ENSG00000171135, ENSG00000111445, ENSG00000197746, ENSG00000197747, ENSG00000136720, ENSG00000196417, ENSG00000196407, ENSG00000275700, ENSG00000123415, ENSG00000123416, ENSG00000185761, ENSG00000185760, ENSG00000184432, ENSG00000123411, ENSG00000184436, ENSG00000068120, ENSG00000070444, ENSG00000213420, ENSG00000214756, ENSG00000197771, ENSG00000213424, ENSG00000197774, ENSG00000171148, ENSG00000196449, ENSG00000100749, ENSG00000226742, ENSG00000141295, ENSG00000185792, ENSG00000124713, ENSG00000141293, ENSG00000100744, ENSG00000184465, ENSG00000020181, ENSG00000183137, ENSG00000095739, ENSG00000112715, ENSG00000171150, ENSG00000172482, ENSG00000196431, ENSG00000213413, ENSG00000171155, ENSG00000197763, ENSG00000171159, ENSG00000196437, ENSG00000100739, ENSG00000083750, ENSG00000184451, ENSG00000185787, ENSG00000171160, ENSG00000070423, ENSG00000154582, ENSG00000171161, ENSG00000172493, ENSG00000153250, ENSG00000171163, ENSG00000196465, ENSG00000197798, ENSG00000111412, ENSG00000112742, ENSG00000171169, ENSG00000154589, ENSG00000184481, ENSG00000183155, ENSG00000100764, ENSG00000095713, ENSG00000184489, ENSG00000167900, ENSG00000197780, ENSG00000112739, ENSG00000197782, ENSG00000196453, ENSG00000171174, ENSG00000197785, ENSG00000196455, ENSG00000196456, ENSG00000196459, ENSG00000184470, ENSG00000057468, ENSG00000058799, ENSG00000124702, ENSG00000183145, ENSG00000167914, ENSG00000142599, ENSG00000213465, ENSG00000153233, ENSG00000153234, ENSG00000256591, ENSG00000130598, ENSG00000213463, ENSG00000196482, ENSG00000155893, ENSG00000128271, ENSG00000128272, ENSG00000095787, ENSG00000213468, ENSG00000130592, ENSG00000243279, ENSG00000153237, ENSG00000116288, ENSG00000116285, ENSG00000141252, ENSG00000142583, ENSG00000183172, ENSG00000039600, ENSG00000104299, ENSG00000154553, ENSG00000212124, ENSG00000196470, ENSG00000053918, ENSG00000095777, ENSG00000070495, ENSG00000128283, ENSG00000179915, ENSG00000179914, ENSG00000082458, ENSG00000179912, ENSG00000154556, ENSG00000183161, ENSG00000083799, ENSG00000104290, ENSG00000183166, ENSG00000184497, ENSG00000112701, ENSG00000213445, ENSG00000071794, ENSG00000179922, ENSG00000155876, ENSG00000155875, ENSG00000141232, ENSG00000100726, ENSG00000100721, ENSG00000100722, ENSG00000040608, ENSG00000270885, ENSG00000180900, ENSG00000270882, ENSG00000128266, ENSG00000095752, ENSG00000153201, ENSG00000070476, ENSG00000130589, ENSG00000166619, ENSG00000196497, ENSG00000196498, ENSG00000153208, ENSG00000178607, ENSG00000155868, ENSG00000179933, ENSG00000027644, ENSG00000142552, ENSG00000100714, ENSG00000143889, ENSG00000100711, ENSG00000069482, ENSG00000142556, ENSG00000128268, ENSG00000053900, ENSG00000127022, ENSG00000153310, ENSG00000104388, ENSG00000093167, ENSG00000179820, ENSG00000154640, ENSG00000103051, ENSG00000129682, ENSG00000153317, ENSG00000154645, ENSG00000004897, ENSG00000155975, ENSG00000183091, ENSG00000155974, ENSG00000117697, ENSG00000040633, ENSG00000143995, ENSG00000183092, ENSG00000167842, ENSG00000089902, ENSG00000167840, ENSG00000166510, 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ENSG00000196646, ENSG00000170017, ENSG00000135643, ENSG00000197978, ENSG00000111671, ENSG00000197969, ENSG00000205209, ENSG00000205208, ENSG00000160691, ENSG00000160695, ENSG00000108021, ENSG00000148965, ENSG00000182004, ENSG00000183337, ENSG00000071967, ENSG00000183317, ENSG00000108018, ENSG00000111667, ENSG00000069667, ENSG00000111666, ENSG00000111669, ENSG00000197961, ENSG00000169032, ENSG00000134321, ENSG00000136982, ENSG00000169031, ENSG00000111665, ENSG00000196632, ENSG00000111664, ENSG00000171357, ENSG00000134324, ENSG00000197965, ENSG00000135655, ENSG00000136986, ENSG00000110330, ENSG00000248333, ENSG00000134323, ENSG00000170027, ENSG00000197958, ENSG00000196628, ENSG00000197959, ENSG00000206527, ENSG00000183323, ENSG00000108010, ENSG00000135625, ENSG00000262655, ENSG00000135624, ENSG00000196660, ENSG00000197993, ENSG00000068305, ENSG00000196663, ENSG00000136950, ENSG00000196664, ENSG00000170035, ENSG00000171365, ENSG00000110367, ENSG00000170037, ENSG00000171368, 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ENSG00000142871, ENSG00000166783, ENSG00000141540, ENSG00000139233, ENSG00000164124, ENSG00000166780, ENSG00000052850, ENSG00000013288, ENSG00000189403, ENSG00000051523, ENSG00000142875, ENSG00000141543, ENSG00000165458, ENSG00000164128, ENSG00000141542, ENSG00000103253, ENSG00000178773, ENSG00000127220, ENSG00000049249, ENSG00000178776, ENSG00000130876, ENSG00000013293, ENSG00000049246, ENSG00000076864, ENSG00000074201, ENSG00000049245, ENSG00000115239, ENSG00000213625, ENSG00000154845, ENSG00000139209, ENSG00000117899, ENSG00000213626, ENSG00000115233, ENSG00000115234, ENSG00000189431, ENSG00000115232, ENSG00000166794, ENSG00000166797, ENSG00000164134, ENSG00000139200, ENSG00000116560, ENSG00000088854, ENSG00000189433, ENSG00000154839, ENSG00000013297, ENSG00000230124, ENSG00000142867, ENSG00000164136, ENSG00000103257, ENSG00000142864, ENSG00000103254, ENSG00000128563, ENSG00000176125, ENSG00000074211, ENSG00000214941, ENSG00000139218, ENSG00000213614, ENSG00000242114, ENSG00000154832, ENSG00000178789, ENSG00000177459, ENSG00000213619, ENSG00000165474, ENSG00000115221, ENSG00000164144, ENSG00000139211, ENSG00000165476, ENSG00000087510, ENSG00000164142, ENSG00000103249, ENSG00000141526, ENSG00000142856, ENSG00000141524, ENSG00000128567, ENSG00000141522, ENSG00000103245, ENSG00000092098, ENSG00000103275, ENSG00000103274, ENSG00000130856, ENSG00000177463, ENSG00000165480, ENSG00000177468, ENSG00000115257, ENSG00000092094, ENSG00000177469, ENSG00000154822, ENSG00000092096, ENSG00000037280, ENSG00000115255, ENSG00000116586, ENSG00000116584, ENSG00000165487, ENSG00000025293, ENSG00000088832, ENSG00000088833, ENSG00000164151, ENSG00000087502, ENSG00000128536, ENSG00000128534, ENSG00000141510, ENSG00000103264, ENSG00000176142, ENSG00000154814, ENSG00000176148, ENSG00000154813, ENSG00000177479, ENSG00000116574, ENSG00000164167, ENSG00000115241, ENSG00000164161, ENSG00000164162, ENSG00000164163, ENSG00000165495, ENSG00000157087, ENSG00000164164, ENSG00000141505, ENSG00000141504, ENSG00000141503, ENSG00000103269, ENSG00000164169, ENSG00000103266, ENSG00000130830, ENSG00000105875, ENSG00000117859, ENSG00000176155, ENSG00000177485, ENSG00000105879, ENSG00000154803, ENSG00000104549, ENSG00000157077, ENSG00000116525, ENSG00000164171, ENSG00000164172, ENSG00000130826, ENSG00000130827, ENSG00000086232, ENSG00000130829, ENSG00000128512, ENSG00000049283, ENSG00000128513, ENSG00000244734, ENSG00000105866, ENSG00000161905, ENSG00000161904, ENSG00000116514, ENSG00000164181, ENSG00000164182, ENSG00000164188, ENSG00000188130, ENSG00000088888, ENSG00000164185, ENSG00000145088, ENSG00000145087, ENSG00000088881, ENSG00000103202, ENSG00000128524, ENSG00000161914, ENSG00000105894, ENSG00000161911, ENSG00000243414, ENSG00000130811, ENSG00000130813, ENSG00000164190, ENSG00000115216, ENSG00000116544, ENSG00000115211, ENSG00000164199, ENSG00000229117, ENSG00000188163, ENSG00000273274, ENSG00000088876, ENSG00000188167, ENSG00000133083, 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ENSG00000163170, ENSG00000138246, ENSG00000139579, ENSG00000086548, ENSG00000114251, ENSG00000163171, ENSG00000062598, ENSG00000187122, ENSG00000187123, ENSG00000099849, ENSG00000140553, ENSG00000127561, ENSG00000128891, ENSG00000126231, ENSG00000254470, ENSG00000140538, ENSG00000175166, ENSG00000242485, ENSG00000139549, ENSG00000160908, ENSG00000152527, ENSG00000152520, ENSG00000139546, ENSG00000018408, ENSG00000152518, ENSG00000188488, ENSG00000188486, ENSG00000188487, ENSG00000140548, ENSG00000140543, ENSG00000176490, ENSG00000126233, ENSG00000127564, ENSG00000099834, ENSG00000175175, ENSG00000160917, ENSG00000141858, ENSG00000242498, ENSG00000163191, ENSG00000114279, ENSG00000187140, ENSG00000114270, ENSG00000187147, ENSG00000225921, ENSG00000126249, ENSG00000141867, ENSG00000140534, ENSG00000126247, ENSG00000127578, ENSG00000126246, ENSG00000102241, ENSG00000128872, ENSG00000175183, ENSG00000140519, ENSG00000152503, ENSG00000115556, ENSG00000086598, ENSG00000153827, 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ENSG00000169515, ENSG00000198087, ENSG00000198088, ENSG00000198089, ENSG00000183828, ENSG00000242689, ENSG00000139746, ENSG00000204370, ENSG00000068903, ENSG00000042317, ENSG00000171840, ENSG00000138411, ENSG00000171843, ENSG00000138413, ENSG00000204371, ENSG00000170502, ENSG00000114480, ENSG00000170509, ENSG00000140743, ENSG00000125107, ENSG00000198081, ENSG00000126432, ENSG00000183831, ENSG00000140740, ENSG00000183833, ENSG00000215021, ENSG00000198074, ENSG00000183813, ENSG00000101160, ENSG00000183814, ENSG00000101161, ENSG00000068912, ENSG00000241360, ENSG00000170523, ENSG00000204361, ENSG00000171853, ENSG00000170522, ENSG00000113140, ENSG00000171847, ENSG00000113141, ENSG00000170515, ENSG00000171848, ENSG00000204366, ENSG00000278619, ENSG00000018699, ENSG00000127774, ENSG00000168209, ENSG00000215012, ENSG00000080608, ENSG00000115758, ENSG00000115756, ENSG00000152700, ENSG00000114423, ENSG00000171861, ENSG00000139726, ENSG00000171863, ENSG00000171862, ENSG00000171865, ENSG00000115750, ENSG00000080603, ENSG00000171864, ENSG00000139722, ENSG00000170525, ENSG00000168216, ENSG00000171858, ENSG00000168214, ENSG00000101115, ENSG00000102445, ENSG00000183853, ENSG00000182504, ENSG00000183837, ENSG00000156299, ENSG00000068971, ENSG00000156298, ENSG00000182508, ENSG00000114416, ENSG00000068976, ENSG00000169550, ENSG00000170540, ENSG00000139737, ENSG00000067646, ENSG00000171873, ENSG00000170542, ENSG00000081923, ENSG00000170545, ENSG00000171867, ENSG00000029364, ENSG00000169554, ENSG00000101109, ENSG00000029363, ENSG00000103769, ENSG00000183840, ENSG00000079616, ENSG00000182511, ENSG00000198093, ENSG00000182512, ENSG00000183844, ENSG00000168229, ENSG00000113119, ENSG00000114446, ENSG00000171885, ENSG00000081913, ENSG00000168237, ENSG00000171877, ENSG00000169567, ENSG00000169564, ENSG00000169562, ENSG00000156284, ENSG00000101138, ENSG00000102468, ENSG00000182541, ENSG00000102466, ENSG00000183873, ENSG00000182544, ENSG00000183876, ENSG00000101132, ENSG00000183856, ENSG00000243989, ENSG00000113108, ENSG00000139718, ENSG00000139719, ENSG00000170561, ENSG00000139714, ENSG00000115762, ENSG00000170558, ENSG00000115760, ENSG00000168246, ENSG00000056972, ENSG00000168243, ENSG00000031691, ENSG00000156273, ENSG00000101126, ENSG00000182533, ENSG00000183864, ENSG00000031698, ENSG00000102452
## 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ENSG00000156384, ENSG00000114503, ENSG00000135446, ENSG00000075292, ENSG00000170689, ENSG00000009780, ENSG00000058729, ENSG00000124795, ENSG00000025800, ENSG00000077009, ENSG00000115827, ENSG00000156374, ENSG00000115825, ENSG00000172403, ENSG00000135457, ENSG00000008441, ENSG00000168385, ENSG00000182670, ENSG00000147421, ENSG00000123473, ENSG00000087274, ENSG00000168395, ENSG00000075275, ENSG00000197712, ENSG00000009765, ENSG00000131069, ENSG00000248144, ENSG00000012504, ENSG00000087269, ENSG00000204531, ENSG00000172409, ENSG00000167065, ENSG00000101216, ENSG00000179041, ENSG00000101213, ENSG00000184402, ENSG00000221914, ENSG00000087263, ENSG00000135439, ENSG00000066336, ENSG00000173757, ENSG00000148737, ENSG00000124789, ENSG00000147400, ENSG00000078304, ENSG00000124787, ENSG00000185721, ENSG00000124788, ENSG00000124784, ENSG00000164808, ENSG00000156345, ENSG00000109118, ENSG00000135404, ENSG00000110104, ENSG00000090013, ENSG00000065057, ENSG00000110107, ENSG00000111432, ENSG00000167085, ENSG00000005381, ENSG00000197728, ENSG00000172428, ENSG00000275713, ENSG00000275714, ENSG00000123427, ENSG00000167088, ENSG00000109111, ENSG00000100784, ENSG00000106086, ENSG00000143033, ENSG00000089022, ENSG00000164815, ENSG00000111424, ENSG00000132383, ENSG00000131051, ENSG00000132382, ENSG00000135414, ENSG00000197724, ENSG00000079691, ENSG00000124767, ENSG00000124766, ENSG00000144354, ENSG00000160469, ENSG00000258366, ENSG00000144355, 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ENSG00000011243, ENSG00000089053, ENSG00000157613, ENSG00000128298, ENSG00000070423, ENSG00000154582, ENSG00000171161, ENSG00000171163, ENSG00000158941, ENSG00000171169, ENSG00000120334, ENSG00000184481, ENSG00000078399, ENSG00000089048, ENSG00000100764, ENSG00000187514, ENSG00000090020, ENSG00000132326, ENSG00000112739, ENSG00000134987, ENSG00000197780, ENSG00000011260, ENSG00000196459, ENSG00000134982, ENSG00000132323, ENSG00000164880, ENSG00000058799, ENSG00000124702, ENSG00000162227, ENSG00000163558, ENSG00000164885, ENSG00000036549, ENSG00000142599, ENSG00000213465, ENSG00000153234, ENSG00000107338, ENSG00000196482, ENSG00000134954, ENSG00000106006, ENSG00000106009, ENSG00000128272, ENSG00000095787, ENSG00000006634, ENSG00000005302, ENSG00000007968, ENSG00000116288, ENSG00000120314, ENSG00000162231, ENSG00000183172, ENSG00000163563, ENSG00000187531, ENSG00000163568, ENSG00000039600, ENSG00000011275, ENSG00000163564, ENSG00000163565, ENSG00000122971, ENSG00000104299, 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ENSG00000025434, ENSG00000132773, ENSG00000120798, ENSG00000060688, ENSG00000203668, ENSG00000143437, ENSG00000177731, ENSG00000070010, ENSG00000197323, ENSG00000083307, ENSG00000156738, ENSG00000132781, ENSG00000176401, ENSG00000132780, ENSG00000177732, ENSG00000177733, ENSG00000114098, ENSG00000140396, ENSG00000123836, ENSG00000140395, ENSG00000184012, ENSG00000138081, ENSG00000105141, ENSG00000143420, ENSG00000140398, ENSG00000111859, ENSG00000143409, ENSG00000172059, ENSG00000126070, ENSG00000164430, ENSG00000140386, ENSG00000160075, ENSG00000102901, ENSG00000105171, ENSG00000163106, ENSG00000105173, ENSG00000185379, ENSG00000105176, ENSG00000109534, ENSG00000163104, ENSG00000172062, ENSG00000173391, ENSG00000126088, ENSG00000198677, ENSG00000152359, ENSG00000164442, ENSG00000079277, ENSG00000117143, ENSG00000144736, ENSG00000168807, ENSG00000168802, ENSG00000144730, ENSG00000107897, ENSG00000178971, ENSG00000070047, ENSG00000152464, ENSG00000198585, ENSG00000198586, ENSG00000120875, ENSG00000165661, ENSG00000164332, ENSG00000185272, ENSG00000163002, ENSG00000143514, ENSG00000267680, ENSG00000164338, ENSG00000185278, ENSG00000106560, ENSG00000074416, ENSG00000105229, ENSG00000152455, ENSG00000152454, ENSG00000123908, ENSG00000152457, ENSG00000153786, ENSG00000165672, ENSG00000138166, ENSG00000138162, ENSG00000165671, ENSG00000143507, ENSG00000107882, ENSG00000105220, ENSG00000105221, ENSG00000106588, ENSG00000105258, ENSG00000072682, ENSG00000147099, ENSG00000127481, ENSG00000156804, ENSG00000156802, ENSG00000177666, ENSG00000178999, ENSG00000084676, ENSG00000165684, ENSG00000225830, ENSG00000119866, ENSG00000082014, ENSG00000163029, ENSG00000140464, ENSG00000050426, ENSG00000105248, ENSG00000197265, ENSG00000109606, ENSG00000153767, ENSG00000204086, ENSG00000140451, ENSG00000117222, ENSG00000085999, ENSG00000188312, ENSG00000188313, ENSG00000037474, ENSG00000164362, ENSG00000131508, ENSG00000106571, ENSG00000140455, ENSG00000103494, 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ENSG00000166167, ENSG00000226278, ENSG00000166169, ENSG00000166164, ENSG00000166166, ENSG00000181788, ENSG00000136319, ENSG00000183508, ENSG00000076201, ENSG00000116747, ENSG00000115415, ENSG00000157259, ENSG00000172845, ENSG00000148308, ENSG00000169203, ENSG00000091831, ENSG00000102103, ENSG00000148300, ENSG00000149636, ENSG00000102100, ENSG00000057935, ENSG00000100393, ENSG00000163909, ENSG00000160877, ENSG00000163904, ENSG00000137656, ENSG00000116731, ENSG00000169217, ENSG00000128709, ENSG00000128708, ENSG00000125676, ENSG00000100395, ENSG00000116809, ENSG00000070961, ENSG00000120071, ENSG00000104824, ENSG00000168010, ENSG00000111110, ENSG00000035720, ENSG00000123106, ENSG00000090565, ENSG00000120075, ENSG00000148400, ENSG00000123104, ENSG00000178295, ENSG00000100462, ENSG00000144048, ENSG00000157349, ENSG00000184967, ENSG00000068654, ENSG00000157343, ENSG00000170345, ENSG00000113761, ENSG00000133398, ENSG00000168028, ENSG00000133393, ENSG00000088247, ENSG00000123119, ENSG00000162722, ENSG00000125775, ENSG00000124440, ENSG00000094916, ENSG00000094914, ENSG00000076248, ENSG00000171681, ENSG00000116824, ENSG00000069956, ENSG00000076242, ENSG00000137720, ENSG00000144028, ENSG00000134690, ENSG00000168036, ENSG00000183671, ENSG00000120053, ENSG00000125743, ENSG00000162734, ENSG00000162735, ENSG00000103510, ENSG00000125740, ENSG00000070950, ENSG00000161405, ENSG00000043355, ENSG00000121390, ENSG00000146670, ENSG00000174720, ENSG00000203791, ENSG00000170365, ENSG00000169371, ENSG00000196976, ENSG00000145349, ENSG00000100479, ENSG00000169375, ENSG00000184990, ENSG00000124422, ENSG00000125755, ENSG00000120068, ENSG00000146676, ENSG00000181027, ENSG00000137709, ENSG00000181026, ENSG00000119041, ENSG00000204231, ENSG00000119042, ENSG00000173404, ENSG00000173402, ENSG00000119048, ENSG00000100429, ENSG00000100426, ENSG00000082996, ENSG00000145332, ENSG00000122692, ENSG00000183696, ENSG00000058404, ENSG00000101751, ENSG00000145331, ENSG00000108384, 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ENSG00000160185, ENSG00000164548, ENSG00000185467, ENSG00000152484, ENSG00000135900, ENSG00000196141, ENSG00000092377, ENSG00000135905, ENSG00000049541, ENSG00000151151, ENSG00000135903, ENSG00000203760, ENSG00000138175, ENSG00000160193, ENSG00000163220, ENSG00000184162, ENSG00000160191, ENSG00000118579, ENSG00000105290, ENSG00000142208, ENSG00000188529, ENSG00000277157, ENSG00000072756, ENSG00000105298, ENSG00000135913, ENSG00000105289, ENSG00000156831, ENSG00000172183, ENSG00000198793, ENSG00000196132, ENSG00000198795, ENSG00000135914, ENSG00000175215, ENSG00000111961, ENSG00000185480, ENSG00000185482, ENSG00000138182, ENSG00000123933, ENSG00000165891, ENSG00000096717, ENSG00000108312, ENSG00000105287, ENSG00000144852, ENSG00000075856, ENSG00000130311, ENSG00000110700, ENSG00000165782, ENSG00000116001, ENSG00000036257, ENSG00000087842, ENSG00000120992, ENSG00000099817, ENSG00000163125, ENSG00000163126, ENSG00000198690, ENSG00000176444, ENSG00000099810, ENSG00000131652, 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ENSG00000186862, ENSG00000184205, ENSG00000153044, ENSG00000068796, ENSG00000066135, ENSG00000137815, ENSG00000111206, ENSG00000066136, ENSG00000111203, ENSG00000137812, ENSG00000173559, ENSG00000198837, ENSG00000009954, ENSG00000198836, ENSG00000055483, ENSG00000145425, ENSG00000205659, ENSG00000009950, ENSG00000125835, ENSG00000079432, ENSG00000125834, ENSG00000101888, ENSG00000100554, ENSG00000165934, ENSG00000154370, ENSG00000101883, ENSG00000101882, ENSG00000108468, ENSG00000108469, ENSG00000198860, ENSG00000110786, ENSG00000134759, ENSG00000164609, ENSG00000113812, ENSG00000113810, ENSG00000214517, ENSG00000133422, ENSG00000130396, ENSG00000196208, ENSG00000122779, ENSG00000083520, ENSG00000145414, ENSG00000100503, ENSG00000185551, ENSG00000184209, ENSG00000134769, ENSG00000158716, ENSG00000070214, ENSG00000132109, ENSG00000133433, ENSG00000158711, ENSG00000177932, ENSG00000119138, ENSG00000125817, ENSG00000119139, ENSG00000011007, ENSG00000125818, ENSG00000011009, ENSG00000125812, ENSG00000184216, ENSG00000109787, ENSG00000173581, ENSG00000198887, ENSG00000196227, ENSG00000153015, ENSG00000223496, ENSG00000141030, ENSG00000164631, ENSG00000211460, ENSG00000172264, ENSG00000134748, ENSG00000172262, ENSG00000130382, ENSG00000198879, ENSG00000049618, ENSG00000177954, ENSG00000155666, ENSG00000100519, ENSG00000101849, ENSG00000116096, ENSG00000101843, ENSG00000164649, ENSG00000141027, ENSG00000087095, ENSG00000141026, ENSG00000108424, ENSG00000213221, ENSG00000156983, ENSG00000215883, ENSG00000172273, ENSG00000197576, ENSG00000154328, ENSG00000197579, ENSG00000175305, ENSG00000163320, ENSG00000116044, ENSG00000185591, ENSG00000160294, ENSG00000146707, ENSG00000105393, ENSG00000163322, ENSG00000104064, ENSG00000108423, ENSG00000164654, ENSG00000177971, ENSG00000131697, ENSG00000198890, ENSG00000154310, ENSG00000196233, ENSG00000198894, ENSG00000196235, ENSG00000164663, ENSG00000116030, ENSG00000117360, ENSG00000105383, ENSG00000188612, ENSG00000122741, ENSG00000110768, ENSG00000151276, ENSG00000155636, ENSG00000001167, ENSG00000130332, ENSG00000117399, ENSG00000101811, ENSG00000116062, ENSG00000083544, ENSG00000163348, ENSG00000163349, ENSG00000163346, ENSG00000015413, ENSG00000108443, ENSG00000129355, ENSG00000107105, ENSG00000071564, ENSG00000129351, ENSG00000270647, ENSG00000175334, ENSG00000174007, ENSG00000164683, ENSG00000108433, ENSG00000164687, ENSG00000075914, ENSG00000104147, ENSG00000177885, ENSG00000099940, ENSG00000099942, ENSG00000175221, ENSG00000108506, ENSG00000197498, ENSG00000116128, ENSG00000177889, ENSG00000138398, ENSG00000164576, ENSG00000143751, ENSG00000277258, ENSG00000131779, ENSG00000131778, ENSG00000196154, ENSG00000151365, ENSG00000131773, ENSG00000137074, ENSG00000143748, ENSG00000137075, ENSG00000164587, ENSG00000163257, ENSG00000095564, ENSG00000196182, ENSG00000105499, ENSG00000069275, ENSG00000126391, ENSG00000131748, ENSG00000131747, ENSG00000057294, ENSG00000138378, ENSG00000117475, ENSG00000118777, ENSG00000138375, ENSG00000138376, ENSG00000164597, ENSG00000117472, ENSG00000082258, ENSG00000188566, ENSG00000099917, ENSG00000105497, ENSG00000109846, ENSG00000253293, ENSG00000131759, ENSG00000278570, ENSG00000063978, ENSG00000138386, ENSG00000116132, ENSG00000140691, ENSG00000188554, ENSG00000181929, ENSG00000137054, ENSG00000062650, ENSG00000108510, ENSG00000105483, ENSG00000105486, ENSG00000014138, ENSG00000152661, ENSG00000241258, ENSG00000151332, ENSG00000139687, ENSG00000179627, ENSG00000117411, ENSG00000167644, ENSG00000166313, ENSG00000181938, ENSG00000149016, ENSG00000048392, ENSG00000166317, ENSG00000179632, ENSG00000003756, ENSG00000131732, ENSG00000196199, ENSG00000077721, ENSG00000175279, ENSG00000151322, ENSG00000188573, ENSG00000137033, ENSG00000277224, ENSG00000203814, ENSG00000167657, ENSG00000101096, ENSG00000110801, ENSG00000126351, ENSG00000106785, ENSG00000109814, ENSG00000265241, ENSG00000109819, ENSG00000153975, ENSG00000166333, ENSG00000180628, ENSG00000180626, ENSG00000166337, ENSG00000254598, ENSG00000099956, ENSG00000105447, ENSG00000101082, ENSG00000138346, ENSG00000138347, ENSG00000140650, ENSG00000065717, ENSG00000159263, ENSG00000224712, ENSG00000253251, ENSG00000126368, ENSG00000166349, ENSG00000147274, ENSG00000106723, ENSG00000159256, ENSG00000072062, ENSG00000114346, ENSG00000204271, ENSG00000159259, ENSG00000237190, ENSG00000127663, ENSG00000141971, ENSG00000204264, ENSG00000138326, ENSG00000233608, ENSG00000115661, ENSG00000116990, ENSG00000171703, ENSG00000140632, ENSG00000102384, ENSG00000148584, ENSG00000152601, ENSG00000153933, ENSG00000171720, ENSG00000139620, ENSG00000205581, ENSG00000060069, ENSG00000204256, ENSG00000159231, ENSG00000141956, ENSG00000101057, ENSG00000101040, ENSG00000099995, ENSG00000148572, ENSG00000099991, ENSG00000139637, ENSG00000153922, ENSG00000114353, ENSG00000205571, ENSG00000138303, ENSG00000213190, ENSG00000169410, ENSG00000153914, ENSG00000101049, ENSG00000128989, ENSG00000118707, ENSG00000177030, ENSG00000189007, ENSG00000123297, ENSG00000275464, ENSG00000177045, ENSG00000135245, ENSG00000136574, ENSG00000064489, ENSG00000075131, ENSG00000159216, ENSG00000111276, ENSG00000159210, ENSG00000123268, ENSG00000084093, ENSG00000124596, ENSG00000128951, ENSG00000064490, ENSG00000104973, ENSG00000139618, ENSG00000104976, ENSG00000139613, ENSG00000096063, ENSG00000111266, ENSG00000075142, ENSG00000116954, ENSG00000096060, ENSG00000159202, ENSG00000170421, ENSG00000081803, ENSG00000051180, ENSG00000112592, ENSG00000150867, ENSG00000088448, ENSG00000102317, ENSG00000135250, ENSG00000102316, ENSG00000089775, ENSG00000103671, ENSG00000124571, ENSG00000123240, ENSG00000141905, ENSG00000115657, ENSG00000170430, ENSG00000263465, ENSG00000137880, ENSG00000102349, ENSG00000183751, ENSG00000084070, ENSG00000084072, ENSG00000275410, ENSG00000183735, ENSG00000035928, ENSG00000114315, ENSG00000171772, ENSG00000171777, ENSG00000115641, ENSG00000189046, ENSG00000165097, ENSG00000127616, ENSG00000272391, ENSG00000124588, ENSG00000101003, ENSG00000183741, ENSG00000183889, ENSG00000181222, ENSG00000111358, ENSG00000186918, ENSG00000181220, ENSG00000198901, ENSG00000189195, ENSG00000198900, ENSG00000168259, ENSG00000102409, ENSG00000276966, ENSG00000058600, ENSG00000204435, ENSG00000205765, ENSG00000156261, ENSG00000144285, ENSG00000147316, ENSG00000182568, ENSG00000183878, ENSG00000156256, ENSG00000170581, ENSG00000137996, ENSG00000169594, ENSG00000075188, ENSG00000169592, ENSG00000204420, ENSG00000135336, ENSG00000173614, ENSG00000174943, ENSG00000173611, ENSG00000135334, ENSG00000169599, ENSG00000169598, ENSG00000168264, ENSG00000124688, ENSG00000123358, ENSG00000162961, ENSG00000160307, ENSG00000115738, ENSG00000080503, ENSG00000132275, ENSG00000132274, ENSG00000110048, ENSG00000110042, ENSG00000198924, ENSG00000174953, ENSG00000168275, ENSG00000205744, ENSG00000161642, ENSG00000160310, ENSG00000063176, ENSG00000135318, ENSG00000135316, ENSG00000137975, ENSG00000172301, ENSG00000168283, ENSG00000068878, ENSG00000198912, ENSG00000135315, ENSG00000198911, ENSG00000111364, ENSG00000122008, ENSG00000204406, ENSG00000168286, ENSG00000182578, ENSG00000185627, ENSG00000067596, ENSG00000137947, ENSG00000119285, ENSG00000078246, ENSG00000173641, ENSG00000157554, ENSG00000198945, ENSG00000168291, ENSG00000172315, ENSG00000112640, ENSG00000157557, ENSG00000132256, ENSG00000148606, ENSG00000120279, ENSG00000124635, ENSG00000107290, ENSG00000125968, ENSG00000101997, ENSG00000149930, ENSG00000185630, ENSG00000120278, ENSG00000087191, ENSG00000185619, ENSG00000153187, ENSG00000240972, ENSG00000120280, ENSG00000157540, ENSG00000198931, ENSG00000205794, ENSG00000204463, ENSG00000046647, ENSG00000149927, ENSG00000204469, ENSG00000150907, ENSG00000149929, ENSG00000144231, ENSG00000186951, ENSG00000149923, ENSG00000100650, ENSG00000124641, ENSG00000134899, ENSG00000092531, ENSG00000080546, ENSG00000198963, ENSG00000174996, ENSG00000110002, ENSG00000111335, ENSG00000005486, ENSG00000196305, ENSG00000158864, ENSG00000111331, ENSG00000172336, ENSG00000009844, ENSG00000005483, ENSG00000125945, ENSG00000125944, ENSG00000124614, ENSG00000054267, ENSG00000185651, ENSG00000034693, ENSG00000120253, ENSG00000185658, ENSG00000136603, ENSG00000111328, ENSG00000112658, ENSG00000171016, ENSG00000112651, ENSG00000005471, ENSG00000198948, ENSG00000009830, ENSG00000144218, ENSG00000161692, ENSG00000160360, ENSG00000054277, ENSG00000125952, ENSG00000146872, ENSG00000186976, ENSG00000091262, ENSG00000153157, ENSG00000071655, ENSG00000119242, ENSG00000083635, ENSG00000128191, ENSG00000134874, ENSG00000176715, ENSG00000183011, ENSG00000083642, ENSG00000164736, ENSG00000154473, ENSG00000197641, ENSG00000173692, ENSG00000196313, ENSG00000153147, ENSG00000134884, ENSG00000116199, ENSG00000101945, ENSG00000100614, ENSG00000101940, ENSG00000125931, ENSG00000185668, ENSG00000164749, ENSG00000153130, ENSG00000025770, ENSG00000176731, ENSG00000134852, ENSG00000134853, ENSG00000172379, ENSG00000122877, ENSG00000125901, ENSG00000100644, ENSG00000120217, ENSG00000184363, ENSG00000160392, ENSG00000185697, ENSG00000164758, ENSG00000101972, ENSG00000164754, ENSG00000071626, ENSG00000171056, ENSG00000005436, ENSG00000119231, ENSG00000176749, ENSG00000058673, ENSG00000108590, ENSG00000101966, ENSG00000108591, ENSG00000107262, ENSG00000183023, ENSG00000185686, ENSG00000108592, ENSG00000273841, ENSG00000121552, ENSG00000163435, ENSG00000037757, ENSG00000122882, ENSG00000093000, ENSG00000049768, ENSG00000130479, ENSG00000129484, ENSG00000158806, ENSG00000196363, ENSG00000196365, ENSG00000171067, ENSG00000196367, ENSG00000243156, ENSG00000196369, ENSG00000119203, ENSG00000130475, ENSG00000143799, ENSG00000184384, ENSG00000116161, ENSG00000164778, ENSG00000213341, ENSG00000006744, ENSG00000153107, ENSG00000049759, ENSG00000142453, ENSG00000183048, ENSG00000188739, ENSG00000109861, ENSG00000113916, ENSG00000068024, ENSG00000131788, ENSG00000110888, ENSG00000129460, ENSG00000196388, ENSG00000101935, ENSG00000100603, ENSG00000100601, ENSG00000096968, ENSG00000163466, ENSG00000255150, ENSG00000108559, ENSG00000129474, ENSG00000150054, ENSG00000108557, ENSG00000050748, ENSG00000176783, ENSG00000196378, ENSG00000131791, ENSG00000062725, ENSG00000141101, ENSG00000041802, ENSG00000116171, ENSG00000273802, ENSG00000166508, ENSG00000166501, ENSG00000107223, ENSG00000166503, ENSG00000196284, ENSG00000006712, ENSG00000155858, ENSG00000163362, ENSG00000167721, ENSG00000086758, ENSG00000134909, ENSG00000276043, ENSG00000011198, ENSG00000142546, ENSG00000006704, ENSG00000196275, ENSG00000175354, ENSG00000110931, ENSG00000155846, ENSG00000163374, ENSG00000137193, ENSG00000081059, ENSG00000187325, ENSG00000142534, ENSG00000167733, ENSG00000069399, ENSG00000176692, ENSG00000137168, ENSG00000020922, ENSG00000244462, ENSG00000117597, ENSG00000138496, ENSG00000117595, ENSG00000117593, ENSG00000142528, ENSG00000130529, ENSG00000023191, ENSG00000109971, ENSG00000038219, ENSG00000143851, ENSG00000134900, ENSG00000134901, ENSG00000068079, ENSG00000131876, ENSG00000110958, ENSG00000175376, ENSG00000142507, ENSG00000155827, ENSG00000178409, ENSG00000152795, ENSG00000143842, ENSG00000116254, ENSG00000186010, ENSG00000059122, ENSG00000129559, ENSG00000018610, ENSG00000093009, ENSG00000167755, ENSG00000255112, ENSG00000109911, ENSG00000129521, ENSG00000101193, ENSG00000105556, ENSG00000039560, ENSG00000041880, ENSG00000175387, ENSG00000244405, ENSG00000198026, ENSG00000109917, ENSG00000241370, ENSG00000004975, ENSG00000152784, ENSG00000089820, ENSG00000166439, ENSG00000149136, ENSG00000166436, ENSG00000166435, ENSG00000101197, ENSG00000105552, ENSG00000104221, ENSG00000130520, ENSG00000130522, ENSG00000101182, ENSG00000179750, ENSG00000158079, ENSG00000113163, ENSG00000137154, ENSG00000167770, ENSG00000165119, ENSG00000129535, ENSG00000101189, ENSG00000129534, ENSG00000108604, ENSG00000137124, ENSG00000240065, ENSG00000166455, ENSG00000166452, ENSG00000166451, ENSG00000178445, ENSG00000109920, ENSG00000179776, ENSG00000072133, ENSG00000198034, ENSG00000212864, ENSG00000072135, ENSG00000274290, ENSG00000139793, ENSG00000158050, ENSG00000158055, ENSG00000129518, ENSG00000129514, ENSG00000110906, ENSG00000055609, ENSG00000075218, ENSG00000198064, ENSG00000177125, ENSG00000204390, ENSG00000183808, ENSG00000151414, ENSG00000159377, ENSG00000105519, ENSG00000204392, ENSG00000138434, ENSG00000087206, ENSG00000166478, ENSG00000166477, ENSG00000171813, ENSG00000171817, ENSG00000010704, ENSG00000146067, ENSG00000126457, ENSG00000101158, ENSG00000019995, ENSG00000126456, ENSG00000126461, ENSG00000198056, ENSG00000138449, ENSG00000138443, ENSG00000177138, ENSG00000110092, ENSG00000165156, ENSG00000171824, ENSG00000138442, ENSG00000204389, ENSG00000166483, ENSG00000204388, ENSG00000134086, ENSG00000063244, ENSG00000166484, ENSG00000101146, ENSG00000140750, ENSG00000169515, ENSG00000104205, ENSG00000134057, ENSG00000227057, ENSG00000042317, ENSG00000134058, ENSG00000171843, ENSG00000204371, ENSG00000159352, ENSG00000198081, ENSG00000140740, ENSG00000183814, ENSG00000101161, ENSG00000065883, ENSG00000117505, ENSG00000158019, ENSG00000171853, ENSG00000113141, ENSG00000204366, ENSG00000134061, ENSG00000007171, ENSG00000146038, ENSG00000178498, ENSG00000140718, ENSG00000080608, ENSG00000135365, ENSG00000114423, ENSG00000135363, ENSG00000110063, ENSG00000171863, ENSG00000171862, ENSG00000115750, ENSG00000080603, ENSG00000110066, ENSG00000170525, ENSG00000171858, ENSG00000168214, ENSG00000189159, ENSG00000123388, ENSG00000101115, ENSG00000090889, ENSG00000148688, ENSG00000150990, ENSG00000134046, ENSG00000067646, ENSG00000170542, ENSG00000150991, ENSG00000081923, ENSG00000170545, ENSG00000169554, ENSG00000135373, ENSG00000029363, ENSG00000135372, ENSG00000101109, ENSG00000148677, ENSG00000122068, ENSG00000177189, ENSG00000148660, ENSG00000162923, ENSG00000162924, ENSG00000134013, ENSG00000106829, ENSG00000189171, ENSG00000169567, ENSG00000169564, ENSG00000122034, ENSG00000101138, ENSG00000183873, ENSG00000146007, ENSG00000139718, ENSG00000114439, ENSG00000136689, ENSG00000110075, ENSG00000174917, ENSG00000031691, ENSG00000156273, ENSG00000177192, ENSG00000123374
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             ENSG00000115839, ENSG00000114503, ENSG00000135441, ENSG00000131089, ENSG00000135446, ENSG00000013810, ENSG00000168374, ENSG00000127824, ENSG00000156381, ENSG00000058729, ENSG00000180008, ENSG00000025800, ENSG00000077009, ENSG00000115827, ENSG00000092621, ENSG00000115825, ENSG00000131095, ENSG00000136783, ENSG00000099256, ENSG00000099250, ENSG00000172403, ENSG00000135457, ENSG00000127837, ENSG00000182670, ENSG00000147421, ENSG00000123473, ENSG00000087274, ENSG00000135426, ENSG00000185728, ENSG00000155034, ENSG00000103876, ENSG00000144381, ENSG00000020129, ENSG00000168393, ENSG00000099246, ENSG00000197712, ENSG00000197713, ENSG00000136754, ENSG00000131069, ENSG00000173744, ENSG00000197705, ENSG00000204536, ENSG00000111490, ENSG00000248144, ENSG00000147416, ENSG00000205869, ENSG00000254838, ENSG00000204531, ENSG00000109171, ENSG00000172409, ENSG00000101216, ENSG00000168397, ENSG00000102547, ENSG00000101213, ENSG00000184402, ENSG00000221914, ENSG00000087263, ENSG00000134108, ENSG00000135439, ENSG00000019144, ENSG00000115841, ENSG00000197702, ENSG00000173757, ENSG00000111481, ENSG00000124789, ENSG00000102539, ENSG00000157680, ENSG00000147400, ENSG00000078304, ENSG00000179051, ENSG00000185721, ENSG00000124788, ENSG00000087250, ENSG00000122126, ENSG00000160447, ENSG00000147403, ENSG00000102531, ENSG00000185722, ENSG00000124784, ENSG00000221926, ENSG00000213471, ENSG00000136738, ENSG00000090013, ENSG00000103811, ENSG00000171100, ENSG00000044115, ENSG00000132376, ENSG00000196405, ENSG00000197728, ENSG00000275713, ENSG00000123427, ENSG00000167088, ENSG00000204599, ENSG00000145692, ENSG00000106086, ENSG00000089022, ENSG00000106089, ENSG00000109107, ENSG00000069424, ENSG00000164815, ENSG00000111424, ENSG00000005379, ENSG00000077044, ENSG00000171115, ENSG00000079691, ENSG00000132388, ENSG00000099290, ENSG00000124767, ENSG00000106070, ENSG00000160460, ENSG00000161791, ENSG00000078369, ENSG00000144354, ENSG00000185745, ENSG00000144355, ENSG00000237441, ENSG00000109103, ENSG00000124762, ENSG00000233087, ENSG00000132359, ENSG00000136717, ENSG00000204572, ENSG00000204574, ENSG00000131023, ENSG00000197756, ENSG00000197757, ENSG00000118058, ENSG00000111452, ENSG00000132356, ENSG00000158987, ENSG00000196419, ENSG00000006695, ENSG00000099282, ENSG00000089009, ENSG00000089006, ENSG00000079689, ENSG00000185774, ENSG00000184445, ENSG00000120370, ENSG00000145675, ENSG00000148700, ENSG00000131037, ENSG00000115808, ENSG00000163507, ENSG00000119392, ENSG00000196411, ENSG00000171132, ENSG00000119396, ENSG00000119397, ENSG00000124749, ENSG00000123415, ENSG00000184432, ENSG00000100796, ENSG00000163513, ENSG00000163510, ENSG00000179094, ENSG00000074800, ENSG00000197771, ENSG00000132330, ENSG00000197776, ENSG00000062822, ENSG00000226742, ENSG00000100749, ENSG00000164850, ENSG00000124713, ENSG00000141293, ENSG00000107371, ENSG00000121680, ENSG00000188827, ENSG00000131016, ENSG00000157625, ENSG00000171150, ENSG00000172482, ENSG00000197763, ENSG00000132341, ENSG00000005339, ENSG00000118046, ENSG00000131013, ENSG00000083750, ENSG00000163535, ENSG00000164867, ENSG00000121691, ENSG00000089053, ENSG00000157613, ENSG00000128298, ENSG00000070423, ENSG00000157617, ENSG00000163539, ENSG00000154582, ENSG00000153250, ENSG00000196465, ENSG00000171169, ENSG00000146966, ENSG00000120334, ENSG00000184481, ENSG00000175518, ENSG00000183155, ENSG00000100764, ENSG00000187514, ENSG00000164877, ENSG00000164879, ENSG00000167900, ENSG00000106069, ENSG00000141279, ENSG00000050820, ENSG00000188846, ENSG00000145632, ENSG00000132326, ENSG00000171174, ENSG00000196455, ENSG00000196459, ENSG00000134982, ENSG00000132323, ENSG00000157601, ENSG00000184470, ENSG00000124702, ENSG00000106052, ENSG00000121671, ENSG00000163558, ENSG00000271303, ENSG00000167914, ENSG00000164885, ENSG00000120341, ENSG00000213465, ENSG00000153233, ENSG00000108669, ENSG00000256591, ENSG00000176871, ENSG00000130598, ENSG00000107338, ENSG00000108666, ENSG00000090097, ENSG00000175544, ENSG00000130595, ENSG00000086827, ENSG00000116288, ENSG00000119326, ENSG00000162231, ENSG00000163563, ENSG00000116285, ENSG00000141252, ENSG00000163568, ENSG00000039600, ENSG00000011275, ENSG00000163564, ENSG00000163565, ENSG00000162236, ENSG00000154553, ENSG00000104299, ENSG00000196470, ENSG00000070495, ENSG00000128283, ENSG00000006625, ENSG00000082458, ENSG00000119333, ENSG00000132300, ENSG00000119335, ENSG00000269891, ENSG00000118007, ENSG00000037897, ENSG00000145604, ENSG00000083799, ENSG00000187522, ENSG00000121653, ENSG00000162244, ENSG00000108654, ENSG00000163577, ENSG00000149196, ENSG00000047249, ENSG00000128253, ENSG00000176894, ENSG00000112701, ENSG00000133606, ENSG00000213445, ENSG00000176890, ENSG00000128250, ENSG00000007944, ENSG00000198203, ENSG00000155876, ENSG00000077097, ENSG00000006611, ENSG00000153214, ENSG00000174238, ENSG00000121621, ENSG00000100726, ENSG00000122952, ENSG00000186222, ENSG00000122958, ENSG00000179918, ENSG00000100721, ENSG00000258315, ENSG00000183199, ENSG00000187555, ENSG00000187556, ENSG00000128266, ENSG00000153201, ENSG00000129596, ENSG00000149182, ENSG00000130589, ENSG00000023287, ENSG00000006607, ENSG00000153207, ENSG00000179933, ENSG00000122966, ENSG00000100714, ENSG00000119318, ENSG00000183186, ENSG00000188878, ENSG00000108671, ENSG00000107341, ENSG00000047230, ENSG00000143882, ENSG00000053900, ENSG00000130675, ENSG00000149294, ENSG00000104388, ENSG00000103051, ENSG00000129682, ENSG00000133706, ENSG00000133703, ENSG00000175463, ENSG00000133704, ENSG00000175467, ENSG00000153317, ENSG00000154645, ENSG00000084207, ENSG00000004897, ENSG00000155975, ENSG00000117697, ENSG00000183091, ENSG00000119401, ENSG00000155974, ENSG00000119402, ENSG00000167842, ENSG00000167840, ENSG00000119408, ENSG00000081189, ENSG00000163481, ENSG00000163482, ENSG00000142669, ENSG00000104381, ENSG00000013016, ENSG00000155962, ENSG00000129696, ENSG00000103043, ENSG00000107404, ENSG00000133710, ENSG00000175470, ENSG00000108733, ENSG00000196396, ENSG00000178502, ENSG00000179833, ENSG00000119414, ENSG00000115020, ENSG00000265491, ENSG00000180817, ENSG00000186111, ENSG00000142657, ENSG00000142655, ENSG00000104375, ENSG00000179841, ENSG00000149273, ENSG00000154620, ENSG00000106105, ENSG00000093144, ENSG00000174156, ENSG00000198125, ENSG00000155959, ENSG00000175489, ENSG00000131981, ENSG00000186141, ENSG00000100804, ENSG00000162174, ENSG00000167861, ENSG00000166532, ENSG00000143977, ENSG00000106100, ENSG00000143971, ENSG00000129675, ENSG00000128342, ENSG00000072210, ENSG00000128340, ENSG00000130669, ENSG00000167874, ENSG00000060237, ENSG00000115041, ENSG00000165219, ENSG00000149269, ENSG00000142632, ENSG00000177200, ENSG00000105676, ENSG00000131966, ENSG00000142619, ENSG00000174177, ENSG00000162191, ENSG00000178537, ENSG00000025039, ENSG00000065978, ENSG00000137269, ENSG00000143952, ENSG00000117650, ENSG00000118997, ENSG00000137265, ENSG00000038358, ENSG00000167881, ENSG00000138592, ENSG00000167880, ENSG00000142623, ENSG00000090924, ENSG00000104332, ENSG00000131979, ENSG00000105669, ENSG00000064651, ENSG00000155926, ENSG00000064655, ENSG00000065989, ENSG00000130640, ENSG00000165233, ENSG00000186153, ENSG00000137275, ENSG00000113282, ENSG00000143942, ENSG00000158195, ENSG00000051341, ENSG00000143947, ENSG00000130638, ENSG00000129657, ENSG00000142611, ENSG00000106993, ENSG00000106992, ENSG00000104331, ENSG00000105662, ENSG00000165238, ENSG00000104365, ENSG00000076604, ENSG00000077935, ENSG00000212993, ENSG00000131941, ENSG00000131943, ENSG00000037042, ENSG00000151552, ENSG00000118971, ENSG00000117676, ENSG00000186185, ENSG00000090905, ENSG00000186184, ENSG00000165240, ENSG00000143933, ENSG00000186187, ENSG00000171916, ENSG00000169607, ENSG00000103037, ENSG00000166579, ENSG00000103035, ENSG00000103034, ENSG00000146192, ENSG00000178562, ENSG00000155903, ENSG00000116337, ENSG00000178568, ENSG00000143919, ENSG00000171931, ENSG00000166582, ENSG00000143924, ENSG00000128309, ENSG00000010810, ENSG00000103024, ENSG00000000457, ENSG00000198189, ENSG00000105639, ENSG00000158169, ENSG00000151532, ENSG00000216490, ENSG00000169621, ENSG00000166598, ENSG00000170606, ENSG00000166592, ENSG00000166595, ENSG00000221852, ENSG00000007080, ENSG00000004809, ENSG00000125249, ENSG00000149218, ENSG00000169627, ENSG00000254772, ENSG00000126581, ENSG00000198176, ENSG00000064692, ENSG00000183918, ENSG00000178585, ENSG00000075340, ENSG00000117602, ENSG00000038382, ENSG00000186193, ENSG00000114573, ENSG00000171953, ENSG00000189221, ENSG00000186197, ENSG00000168301, ENSG00000051382, ENSG00000165275, ENSG00000170619, ENSG00000140876, ENSG00000101266, ENSG00000101265, ENSG00000168306, ENSG00000105655, ENSG00000104325, ENSG00000105656, ENSG00000104327, ENSG00000165280, ENSG00000171960, ENSG00000117632, ENSG00000170633, ENSG00000113272, ENSG00000087302, ENSG00000168310, ENSG00000204498, ENSG00000118939, ENSG00000182621, ENSG00000105650, ENSG00000104320, ENSG00000104312, ENSG00000126562, ENSG00000126561, ENSG00000146151, ENSG00000182606, ENSG00000105647, ENSG00000105649, ENSG00000151502, ENSG00000241484, ENSG00000134186, ENSG00000117625, ENSG00000204482, ENSG00000113263, ENSG00000159461, ENSG00000134184, ENSG00000050030, ENSG00000140854, ENSG00000140853, ENSG00000105640, ENSG00000182636, ENSG00000155097, ENSG00000074047, ENSG00000147471, ENSG00000135486, ENSG00000106927, ENSG00000158125, ENSG00000066427, ENSG00000159459, ENSG00000099341, ENSG00000007047, ENSG00000159450, ENSG00000109193, ENSG00000135480, ENSG00000155096, ENSG00000147475, ENSG00000146147, ENSG00000183955, ENSG00000182628, ENSG00000099331, ENSG00000115866, ENSG00000159445, ENSG00000171992, ENSG00000074054, ENSG00000169679, ENSG00000189266, ENSG00000118922, ENSG00000254726, ENSG00000155085, ENSG00000122188, ENSG00000109189, ENSG00000078403, ENSG00000101224, ENSG00000221823, ENSG00000215193, ENSG00000140830, ENSG00000079739, ENSG00000221829, ENSG00000102580, ENSG00000161714, ENSG00000143093, ENSG00000076685, ENSG00000106948, ENSG00000158104, ENSG00000173702, ENSG00000158106, ENSG00000113231, ENSG00000170677, ENSG00000170667, ENSG00000169683, ENSG00000101255, ENSG00000147459, ENSG00000123485, ENSG00000090989, ENSG00000221838, ENSG00000147457, ENSG00000181315, ENSG00000135476, ENSG00000170681, ENSG00000159423, ENSG00000135473, ENSG00000189283, ENSG00000114554, ENSG00000134146, ENSG00000167037, ENSG00000167034, ENSG00000169696, ENSG00000233822, ENSG00000147443, ENSG00000126524, ENSG00000101246, ENSG00000090975, ENSG00000102575, ENSG00000126522, ENSG00000160401, ENSG00000102572, ENSG00000179148, ENSG00000185825, ENSG00000181467, ENSG00000179144, ENSG00000115956, ENSG00000114626, ENSG00000103978, ENSG00000111596, ENSG00000168491, ENSG00000204673, ENSG00000136897, ENSG00000007001, 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ENSG00000124507, ENSG00000145425, ENSG00000009950, ENSG00000125835, ENSG00000101888, ENSG00000079435, ENSG00000107185, ENSG00000100554, ENSG00000164603, ENSG00000154370, ENSG00000101883, ENSG00000088387, ENSG00000101882, ENSG00000072803, ENSG00000087053, ENSG00000134757, ENSG00000261740, ENSG00000108469, ENSG00000072864, ENSG00000110786, ENSG00000215845, ENSG00000198862, ENSG00000197530, ENSG00000134759, ENSG00000164609, ENSG00000113810, ENSG00000197535, ENSG00000133422, ENSG00000172239, ENSG00000130396, ENSG00000119125, ENSG00000153037, ENSG00000122779, ENSG00000083520, ENSG00000109790, ENSG00000100504, ENSG00000185551, ENSG00000234127, ENSG00000184227, ENSG00000164611, ENSG00000165943, ENSG00000108465, ENSG00000158716, ENSG00000070214, ENSG00000132109, ENSG00000198853, ENSG00000134760, ENSG00000154359, ENSG00000133433, ENSG00000078177, ENSG00000158710, ENSG00000158711, ENSG00000154358, ENSG00000119138, ENSG00000119139, ENSG00000125818, ENSG00000122787, ENSG00000011009, 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ENSG00000110042, ENSG00000137962, ENSG00000174953, ENSG00000198915, ENSG00000198918, ENSG00000182580, ENSG00000205744, ENSG00000124659, ENSG00000123329, ENSG00000161642, ENSG00000063177, ENSG00000160310, ENSG00000063176, ENSG00000033327, ENSG00000135318, ENSG00000135317, ENSG00000135316, ENSG00000156232, ENSG00000025708, ENSG00000137975, ENSG00000172301, ENSG00000112699, ENSG00000168283, ENSG00000068878, ENSG00000135315, ENSG00000110031, ENSG00000111361, ENSG00000198911, ENSG00000111364, ENSG00000156239, ENSG00000168288, ENSG00000198909, ENSG00000123338, ENSG00000198908, ENSG00000168286, ENSG00000109046, ENSG00000103740, ENSG00000111319, ENSG00000185627, ENSG00000119280, ENSG00000067596, ENSG00000046651, ENSG00000137941, ENSG00000204472, ENSG00000137942, ENSG00000157554, ENSG00000172315, ENSG00000113971, ENSG00000132254, ENSG00000198947, ENSG00000112640, ENSG00000157557, ENSG00000132256, ENSG00000197616, ENSG00000148606, ENSG00000054282, ENSG00000124635, ENSG00000168297, ENSG00000101997, ENSG00000149930, ENSG00000100664, ENSG00000161664, ENSG00000107295, ENSG00000184304, ENSG00000120278, ENSG00000034677, ENSG00000136628, ENSG00000087191, ENSG00000153187, ENSG00000240972, ENSG00000215114, ENSG00000042286, ENSG00000181274, ENSG00000173653, ENSG00000111300, ENSG00000198932, ENSG00000205795, ENSG00000198931, ENSG00000205794, ENSG00000137955, ENSG00000204463, ENSG00000174989, ENSG00000046647, ENSG00000204469, ENSG00000060971, ENSG00000149925, ENSG00000198929, ENSG00000150907, ENSG00000125977, ENSG00000107282, ENSG00000101986, ENSG00000144231, ENSG00000185621, ENSG00000185624, ENSG00000149923, ENSG00000100650, ENSG00000161677, ENSG00000153179, ENSG00000112667, ENSG00000080546, ENSG00000133561, ENSG00000174996, ENSG00000066248, ENSG00000172331, ENSG00000111335, ENSG00000008517, ENSG00000196305, ENSG00000111331, ENSG00000009844, ENSG00000198959, ENSG00000141198, ENSG00000125945, ENSG00000161681, ENSG00000124614, ENSG00000054267, ENSG00000124615, ENSG00000185651, ENSG00000185650, ENSG00000164715, ENSG00000120253, ENSG00000144224, ENSG00000092529, ENSG00000120254, ENSG00000145555, ENSG00000185658, ENSG00000158856, ENSG00000213397, ENSG00000112659, ENSG00000111328, ENSG00000078237, ENSG00000198952, ENSG00000172345, ENSG00000158850, ENSG00000173674, ENSG00000172349, ENSG00000133574, ENSG00000005471, ENSG00000009830, ENSG00000144218, ENSG00000160360, ENSG00000054277, ENSG00000213390, ENSG00000120265, ENSG00000157514, ENSG00000024422, ENSG00000068001, ENSG00000005469, ENSG00000172354, ENSG00000128191, ENSG00000157510, ENSG00000134874, ENSG00000004139, ENSG00000100628, ENSG00000083642, ENSG00000108587, ENSG00000188706, ENSG00000141179, ENSG00000108578, ENSG00000154473, ENSG00000113924, ENSG00000069345, ENSG00000197641, ENSG00000173692, ENSG00000173698, ENSG00000157500, ENSG00000153147, ENSG00000134884, ENSG00000146856, ENSG00000121579, ENSG00000146858, ENSG00000100614, ENSG00000141161, ENSG00000107242, ENSG00000125931, ENSG00000164741, ENSG00000050730, ENSG00000163412, ENSG00000261884, ENSG00000158825, ENSG00000164749, ENSG00000153130, ENSG00000158828, ENSG00000078269, ENSG00000025772, ENSG00000176731, ENSG00000134852, ENSG00000060982, ENSG00000164751, ENSG00000001084, ENSG00000101977, ENSG00000100644, ENSG00000072958, ENSG00000101972, ENSG00000183036, ENSG00000164754, ENSG00000071626, ENSG00000069329, ENSG00000005436, ENSG00000119231, ENSG00000176749, ENSG00000134864, ENSG00000175416, ENSG00000146833, ENSG00000163431, ENSG00000183020, ENSG00000101966, ENSG00000108591, ENSG00000162104, ENSG00000107262, ENSG00000258227, ENSG00000107263, ENSG00000011143, ENSG00000146830, ENSG00000108599, ENSG00000121552, ENSG00000163435, ENSG00000037757, ENSG00000122882, ENSG00000162105, ENSG00000153113, ENSG00000049768, ENSG00000070366, ENSG00000070367, ENSG00000130479, ENSG00000197694, ENSG00000196365, ENSG00000243156, ENSG00000006757, ENSG00000196368, ENSG00000196369, ENSG00000154447, ENSG00000149091, ENSG00000130475, ENSG00000086712, ENSG00000143799, ENSG00000205726, ENSG00000184381, ENSG00000101911, ENSG00000116161, ENSG00000184388, ENSG00000213341, ENSG00000188747, ENSG00000164776, ENSG00000128159, ENSG00000149089, ENSG00000239900, ENSG00000129493, ENSG00000006744, ENSG00000153107, ENSG00000070371, ENSG00000006740, ENSG00000049759, ENSG00000142453, ENSG00000167815, ENSG00000273820, ENSG00000107201, ENSG00000129465, ENSG00000068024, ENSG00000110888, ENSG00000214655, ENSG00000131781, ENSG00000143776, ENSG00000100605, ENSG00000116183, ENSG00000188761, ENSG00000183077, ENSG00000108561, ENSG00000044090, ENSG00000096968, ENSG00000095637, ENSG00000163466, ENSG00000143772, ENSG00000143774, ENSG00000163468, ENSG00000108559, ENSG00000129474, ENSG00000050748, ENSG00000196372, ENSG00000129473, ENSG00000176783, ENSG00000171097, ENSG00000196378, ENSG00000131791, ENSG00000155744, ENSG00000141101, ENSG00000137094, ENSG00000041802, ENSG00000116171, ENSG00000273802, ENSG00000166508, ENSG00000143761, ENSG00000166501, ENSG00000014216, ENSG00000107223, ENSG00000166503, ENSG00000104267, ENSG00000006715, ENSG00000167720, ENSG00000167721, ENSG00000082397, ENSG00000142541, ENSG00000086758, ENSG00000164695, ENSG00000143878, ENSG00000186001, ENSG00000164690, ENSG00000162032, ENSG00000164691, ENSG00000134909, ENSG00000011198, ENSG00000276045, ENSG00000142546, ENSG00000143870, ENSG00000142544, ENSG00000129566, ENSG00000128245, ENSG00000006704, ENSG00000072110, ENSG00000175354, ENSG00000110931, ENSG00000155849, ENSG00000155846, ENSG00000130560, ENSG00000130561, ENSG00000184292, ENSG00000060138, ENSG00000085415, ENSG00000166401, ENSG00000137193, ENSG00000163376, ENSG00000143867, ENSG00000187323, ENSG00000137198, ENSG00000059145, ENSG00000142534, ENSG00000166402, ENSG00000069399, ENSG00000198001, ENSG00000038210, ENSG00000002330, ENSG00000020922, ENSG00000118894, ENSG00000116266, ENSG00000138496, ENSG00000117595, ENSG00000118898, ENSG00000117592, ENSG00000130529, ENSG00000023191, ENSG00000109971, ENSG00000108641, ENSG00000143851, ENSG00000151461, ENSG00000134900, ENSG00000093010, ENSG00000134901, ENSG00000068079, ENSG00000110958, ENSG00000175376, ENSG00000142507, ENSG00000152795, ENSG00000130540, ENSG00000065802, ENSG00000151466, ENSG00000086717, ENSG00000162063, ENSG00000158092, ENSG00000167754, ENSG00000116254, ENSG00000059122, ENSG00000143845, ENSG00000116251, ENSG00000162066, ENSG00000188676, ENSG00000143847, ENSG00000129559, ENSG00000188677, ENSG00000073417, ENSG00000014257, ENSG00000166426, ENSG00000255112, ENSG00000129521, ENSG00000101193, ENSG00000152782, ENSG00000039560, ENSG00000175387, ENSG00000131844, ENSG00000155816, ENSG00000137145, ENSG00000004975, ENSG00000118873, ENSG00000089818, ENSG00000085465, ENSG00000089820, ENSG00000166439, ENSG00000165105, ENSG00000167768, ENSG00000101199, ENSG00000101197, ENSG00000167767, ENSG00000130520, ENSG00000101182, ENSG00000125170, ENSG00000004961, ENSG00000117528, ENSG00000152778, ENSG00000109906, ENSG00000117523, ENSG00000188690, ENSG00000113163, ENSG00000137154, ENSG00000114491, ENSG00000166441, ENSG00000167770, ENSG00000130517, ENSG00000129535, ENSG00000175390, ENSG00000254685, ENSG00000140795, ENSG00000108602, ENSG00000179761, ENSG00000110921, ENSG00000152767, ENSG00000159399, ENSG00000137124, ENSG00000177105, ENSG00000065833, ENSG00000177106, ENSG00000240065, ENSG00000274286, ENSG00000085449, ENSG00000166455, ENSG00000158062, ENSG00000081087, ENSG00000166451, ENSG00000149115, ENSG00000125148, ENSG00000084110, ENSG00000149100, ENSG00000072133, ENSG00000105568, ENSG00000198034, ENSG00000212864, ENSG00000072135, ENSG00000072134, ENSG00000159388, ENSG00000274290, ENSG00000151422, ENSG00000117543, ENSG00000177119, ENSG00000223501, ENSG00000171806, ENSG00000167792, ENSG00000129515, ENSG00000110906, ENSG00000055609, ENSG00000075218, ENSG00000101152, ENSG00000204390, ENSG00000174099, ENSG00000159377, ENSG00000105519, ENSG00000038274, ENSG00000204397, ENSG00000134077, ENSG00000204392, ENSG00000186081, ENSG00000137106, ENSG00000138434, ENSG00000204394, ENSG00000134070, ENSG00000138430, ENSG00000088538, ENSG00000137100, ENSG00000165140, ENSG00000134072, ENSG00000189114, ENSG00000171817, ENSG00000126457, ENSG00000019995, ENSG00000125124, ENSG00000126456, ENSG00000169504, ENSG00000126461, ENSG00000076555, ENSG00000138448, ENSG00000138449, ENSG00000241343, ENSG00000138443, ENSG00000067606, ENSG00000110092, ENSG00000114450, ENSG00000171823, ENSG00000274276, ENSG00000171824, ENSG00000204389, ENSG00000204388, ENSG00000134086, ENSG00000063245, ENSG00000166484, ENSG00000140750, ENSG00000169515, ENSG00000198087, ENSG00000198089, ENSG00000183828, ENSG00000104205, ENSG00000117519, ENSG00000134057, ENSG00000135387, ENSG00000072163, ENSG00000068903, ENSG00000042317, ENSG00000134058, ENSG00000171843, ENSG00000138413, ENSG00000114480, ENSG00000170509, ENSG00000159352, ENSG00000125107, ENSG00000126432, ENSG00000198081, ENSG00000177156, ENSG00000198074, ENSG00000198075, ENSG00000122085, ENSG00000065883, ENSG00000159348, ENSG00000241360, ENSG00000186094, ENSG00000170523, ENSG00000158019, ENSG00000171853, ENSG00000114473, ENSG00000189120, ENSG00000171848, ENSG00000165175, ENSG00000007171, ENSG00000146038, ENSG00000168209, ENSG00000177169, ENSG00000140718, ENSG00000146021, ENSG00000106803, ENSG00000243955, ENSG00000115758, ENSG00000152700, ENSG00000114423, ENSG00000139725, ENSG00000162909, ENSG00000110063, ENSG00000159337, ENSG00000171863, ENSG00000171862, ENSG00000170525, ENSG00000110060, ENSG00000171858, ENSG00000007168, ENSG00000134030, ENSG00000189159, ENSG00000123388, ENSG00000109079, ENSG00000090889, ENSG00000034713, ENSG00000182504, ENSG00000156299, ENSG00000068971, ENSG00000114416, ENSG00000165192, ENSG00000068976, ENSG00000139734, ENSG00000134046, ENSG00000170540, ENSG00000170542, ENSG00000150991, ENSG00000081923, ENSG00000171867, ENSG00000169554, ENSG00000109063, ENSG00000101109, ENSG00000103769, ENSG00000056998, ENSG00000101104, ENSG00000146013, ENSG00000123395, ENSG00000079616, ENSG00000182511, ENSG00000148677, ENSG00000177189, ENSG00000162928, ENSG00000123360, ENSG00000148660, ENSG00000162923, ENSG00000162924, ENSG00000135341, ENSG00000159314, ENSG00000134014, ENSG00000189171, ENSG00000081913, ENSG00000168237, ENSG00000169567, ENSG00000174903, ENSG00000169564, ENSG00000150977, ENSG00000177181, ENSG00000162931, ENSG00000102468, ENSG00000101134, ENSG00000101132, ENSG00000183856, ENSG00000243989, ENSG00000262246, ENSG00000113108, ENSG00000090861, ENSG00000114439, ENSG00000136689, ENSG00000110075, ENSG00000115760, ENSG00000274211, ENSG00000031691, ENSG00000156273, ENSG00000123374, ENSG00000183864, ENSG00000031698
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                                                                                                                                                                                                                                                                            ENSG00000016082, ENSG00000115839, ENSG00000160408, ENSG00000114503, ENSG00000135447, ENSG00000131089, ENSG00000135446, ENSG00000075292, ENSG00000013810, ENSG00000099260, ENSG00000147439, ENSG00000168374, ENSG00000102524, ENSG00000127824, ENSG00000058729, ENSG00000143079, ENSG00000025800, ENSG00000159409, ENSG00000077009, ENSG00000115825, ENSG00000181350, ENSG00000131095, ENSG00000135451, ENSG00000172404, ENSG00000131094, ENSG00000168385, ENSG00000168386, ENSG00000182670, ENSG00000147421, ENSG00000078328, ENSG00000123473, ENSG00000087274, ENSG00000135426, ENSG00000185728, ENSG00000144381, ENSG00000132394, ENSG00000118096, ENSG00000205861, ENSG00000168393, ENSG00000114520, ENSG00000131069, ENSG00000173744, ENSG00000197705, 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ENSG00000089022, ENSG00000144366, ENSG00000069424, ENSG00000019169, ENSG00000111424, ENSG00000164818, ENSG00000005379, ENSG00000008405, ENSG00000132382, ENSG00000077044, ENSG00000079691, ENSG00000124767, ENSG00000106070, ENSG00000160460, ENSG00000161791, ENSG00000078369, ENSG00000124766, ENSG00000160469, ENSG00000185745, ENSG00000145687, ENSG00000179071, ENSG00000144357, ENSG00000242802, ENSG00000132359, ENSG00000136717, ENSG00000164828, ENSG00000119383, ENSG00000173786, ENSG00000204574, ENSG00000249437, ENSG00000197756, ENSG00000158985, ENSG00000132356, ENSG00000172456, ENSG00000112782, ENSG00000089009, ENSG00000123405, ENSG00000079689, ENSG00000183111, ENSG00000185774, ENSG00000184445, ENSG00000120370, ENSG00000124733, ENSG00000145675, ENSG00000131037, ENSG00000156313, ENSG00000180089, ENSG00000163507, ENSG00000119392, ENSG00000153283, ENSG00000262406, ENSG00000132361, ENSG00000204560, ENSG00000171132, ENSG00000112773, ENSG00000197747, ENSG00000197748, ENSG00000275700, 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ENSG00000175538, ENSG00000196459, ENSG00000134982, ENSG00000132323, ENSG00000157601, ENSG00000184470, ENSG00000124701, ENSG00000124702, ENSG00000272636, ENSG00000121671, ENSG00000163558, ENSG00000271303, ENSG00000164885, ENSG00000146950, ENSG00000120341, ENSG00000213465, ENSG00000108669, ENSG00000153234, ENSG00000090097, ENSG00000134954, ENSG00000106009, ENSG00000128272, ENSG00000133627, ENSG00000175544, ENSG00000179902, ENSG00000086827, ENSG00000116288, ENSG00000120314, ENSG00000119326, ENSG00000121644, ENSG00000162231, ENSG00000116285, ENSG00000187531, ENSG00000120318, ENSG00000186204, ENSG00000163568, ENSG00000167925, ENSG00000039600, ENSG00000141258, ENSG00000122970, ENSG00000196470, ENSG00000176884, ENSG00000133639, ENSG00000053918, ENSG00000095777, ENSG00000128284, ENSG00000048540, ENSG00000070495, ENSG00000128283, ENSG00000175556, ENSG00000119333, ENSG00000154556, ENSG00000119335, ENSG00000269891, ENSG00000104290, ENSG00000187522, ENSG00000121653, ENSG00000162244, 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ENSG00000072210, ENSG00000103061, ENSG00000128340, ENSG00000130669, ENSG00000060237, ENSG00000085511, ENSG00000149269, ENSG00000165215, ENSG00000180834, ENSG00000166548, ENSG00000104343, ENSG00000179862, ENSG00000131966, ENSG00000142619, ENSG00000174177, ENSG00000214711, ENSG00000162191, ENSG00000151575, ENSG00000137267, ENSG00000025039, ENSG00000065978, ENSG00000178538, ENSG00000151576, ENSG00000143951, ENSG00000117650, ENSG00000038358, ENSG00000138592, ENSG00000167880, ENSG00000186166, ENSG00000149256, ENSG00000142623, ENSG00000129646, ENSG00000179873, ENSG00000142609, ENSG00000131979, ENSG00000155926, ENSG00000186153, ENSG00000143942, ENSG00000167895, ENSG00000143947, ENSG00000130638, ENSG00000129657, ENSG00000106993, ENSG00000106992, ENSG00000105662, ENSG00000165238, ENSG00000104365, ENSG00000076604, ENSG00000177225, ENSG00000104368, ENSG00000248905, ENSG00000004838, ENSG00000037042, ENSG00000093183, ENSG00000151552, ENSG00000118971, ENSG00000117676, ENSG00000186185, 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ENSG00000136895, ENSG00000111596, ENSG00000204673, ENSG00000168490, ENSG00000007001, ENSG00000168497, ENSG00000079785, ENSG00000127946, ENSG00000127947, ENSG00000146221, ENSG00000101311, ENSG00000143199, ENSG00000140905, ENSG00000239306, ENSG00000185818, ENSG00000143183, ENSG00000103966, ENSG00000134242, ENSG00000173846, ENSG00000101306, ENSG00000127955, ENSG00000182795, ENSG00000086061, ENSG00000146216, ENSG00000146215, ENSG00000240303, ENSG00000021574, ENSG00000135549, ENSG00000215301, ENSG00000136878, ENSG00000135547, ENSG00000143171, ENSG00000215305, ENSG00000099364, ENSG00000172531, ENSG00000115977, ENSG00000181481, ENSG00000099365, ENSG00000136877, ENSG00000196502, ENSG00000134215, ENSG00000172534, ENSG00000136874, ENSG00000197826, ENSG00000008311, ENSG00000253626, ENSG00000101336, ENSG00000156482, ENSG00000101335, ENSG00000160551, ENSG00000179163, ENSG00000100003, ENSG00000147535, ENSG00000147536, ENSG00000143179, ENSG00000164916, ENSG00000115966, ENSG00000134222, 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ENSG00000183255, ENSG00000124831, ENSG00000136826, ENSG00000136824, ENSG00000214860, ENSG00000196550, ENSG00000136828, ENSG00000175634, ENSG00000174307, ENSG00000132463, ENSG00000133794, ENSG00000132466, ENSG00000156414, ENSG00000143106, ENSG00000184575, ENSG00000271447, ENSG00000100852, ENSG00000254087, ENSG00000187605, ENSG00000089177, ENSG00000132437, ENSG00000091483, ENSG00000132436, ENSG00000127084, ENSG00000196584, ENSG00000213523, ENSG00000070540, ENSG00000250506, ENSG00000196586, ENSG00000111530, ENSG00000196588, ENSG00000176973, ENSG00000176974, ENSG00000006534, ENSG00000006530, ENSG00000124813, ENSG00000266094, ENSG00000036672, ENSG00000100883, ENSG00000120451, ENSG00000109205, ENSG00000112855, ENSG00000082516, ENSG00000112851, ENSG00000083845, ENSG00000121797, ENSG00000163673, ENSG00000141384, ENSG00000161011, ENSG00000271425, ENSG00000089159, ENSG00000187624, ENSG00000089157, ENSG00000145741, ENSG00000089154, ENSG00000145743, ENSG00000140057, ENSG00000161016, 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ENSG00000039523, ENSG00000142546, ENSG00000129566, ENSG00000110934, ENSG00000128245, ENSG00000072110, ENSG00000131899, ENSG00000175354, ENSG00000155849, ENSG00000130560, ENSG00000060138, ENSG00000163374, ENSG00000166401, ENSG00000137193, ENSG00000163376, ENSG00000179709, ENSG00000081051, ENSG00000142534, ENSG00000166402, ENSG00000143862, ENSG00000069399, ENSG00000070388, ENSG00000151474, ENSG00000176697, ENSG00000198001, ENSG00000020922, ENSG00000118894, ENSG00000138495, ENSG00000138496, ENSG00000117595, ENSG00000118898, ENSG00000117593, ENSG00000163380, ENSG00000117592, ENSG00000023191, ENSG00000109971, ENSG00000108641, ENSG00000166415, ENSG00000038219, ENSG00000143851, ENSG00000151461, ENSG00000134900, ENSG00000068079, ENSG00000134905, ENSG00000142507, ENSG00000143839, ENSG00000151465, ENSG00000152795, ENSG00000130540, ENSG00000162063, ENSG00000158092, ENSG00000143842, ENSG00000162062, ENSG00000186010, ENSG00000056097, ENSG00000137171, ENSG00000143845, ENSG00000116251, ENSG00000137177, ENSG00000188676, ENSG00000162065, ENSG00000143847, ENSG00000277363, ENSG00000167759, ENSG00000129559, ENSG00000188677, ENSG00000018610, ENSG00000162069, ENSG00000093009, ENSG00000196290, ENSG00000167755, ENSG00000166426, ENSG00000109911, ENSG00000129521, ENSG00000101193, ENSG00000152782, ENSG00000105556, ENSG00000130513, ENSG00000041880, ENSG00000101191, ENSG00000175387, ENSG00000105559, ENSG00000104228, ENSG00000015592, ENSG00000155816, ENSG00000109917, ENSG00000174059, ENSG00000004975, ENSG00000089820, ENSG00000165105, ENSG00000167768, ENSG00000166435, ENSG00000018625, ENSG00000101197, ENSG00000167767, ENSG00000101182, ENSG00000146094, ENSG00000076513, ENSG00000125170, ENSG00000179750, ENSG00000104218, ENSG00000158079, ENSG00000151445, ENSG00000137154, ENSG00000114491, ENSG00000166441, ENSG00000180739, ENSG00000165119, ENSG00000129535, ENSG00000165115, ENSG00000254685, ENSG00000140795, ENSG00000167778, ENSG00000108602, ENSG00000105576, ENSG00000152760, ENSG00000146085, ENSG00000110921, ENSG00000187391, ENSG00000065833, ENSG00000177106, ENSG00000186063, ENSG00000165124, ENSG00000084112, ENSG00000143815, ENSG00000149115, ENSG00000125148, ENSG00000125144, ENSG00000180764, ENSG00000110911, ENSG00000146070, ENSG00000146072, ENSG00000072133, ENSG00000105568, ENSG00000072135, ENSG00000159388, ENSG00000269713, ENSG00000116213, ENSG00000151422, ENSG00000138468, ENSG00000167797, ENSG00000139793, ENSG00000158050, ENSG00000137133, ENSG00000085433, ENSG00000129518, ENSG00000129515, ENSG00000165138, ENSG00000104231, ENSG00000204390, ENSG00000101150, ENSG00000146063, ENSG00000147394, ENSG00000174099, ENSG00000151414, ENSG00000159377, ENSG00000105519, ENSG00000204397, ENSG00000134077, ENSG00000204392, ENSG00000186081, ENSG00000138433, ENSG00000137106, ENSG00000134070, ENSG00000138430, ENSG00000088538, ENSG00000165140, ENSG00000171817, ENSG00000159374, ENSG00000146067, ENSG00000215041, ENSG00000126457, ENSG00000019995, ENSG00000125124, ENSG00000126456, ENSG00000169504, ENSG00000126461, ENSG00000102471, ENSG00000198055, ENSG00000178462, ENSG00000146054, ENSG00000076554, ENSG00000138449, ENSG00000105509, ENSG00000204386, ENSG00000138443, ENSG00000170500, ENSG00000067606, ENSG00000110092, ENSG00000114450, ENSG00000171823, ENSG00000186073, ENSG00000274276, ENSG00000171824, ENSG00000204389, ENSG00000166483, ENSG00000204388, ENSG00000063245, ENSG00000166484, ENSG00000101146, ENSG00000063241, ENSG00000255974, ENSG00000126467, ENSG00000140750, ENSG00000169515, ENSG00000198087, ENSG00000183826, ENSG00000242689, ENSG00000134057, ENSG00000135387, ENSG00000072163, ENSG00000068903, ENSG00000138411, ENSG00000064547, ENSG00000134058, ENSG00000138413, ENSG00000165169, ENSG00000114480, ENSG00000158022, ENSG00000165164, ENSG00000118816, ENSG00000140743, ENSG00000126432, ENSG00000183831, ENSG00000215021, ENSG00000177156, ENSG00000101162, ENSG00000198075, ENSG00000106853, ENSG00000158014, ENSG00000241360, ENSG00000158019, ENSG00000171853, ENSG00000113140, ENSG00000165178, ENSG00000114473, ENSG00000113141, ENSG00000170515, ENSG00000189127, ENSG00000147364, ENSG00000177150, ENSG00000007171, ENSG00000146038, ENSG00000168209, ENSG00000178498, ENSG00000177169, ENSG00000140718, ENSG00000115758, ENSG00000114423, ENSG00000136695, ENSG00000162909, ENSG00000110063, ENSG00000171863, ENSG00000158006, ENSG00000171862, ENSG00000171865, ENSG00000139722, ENSG00000110060, ENSG00000171858, ENSG00000168214, ENSG00000007168, ENSG00000189159, ENSG00000189157, ENSG00000101115, ENSG00000109079, ENSG00000090889, ENSG00000034713, ENSG00000150990, ENSG00000148672, ENSG00000068971, ENSG00000114416, ENSG00000219438, ENSG00000068976, ENSG00000139734, ENSG00000139737, ENSG00000170542, ENSG00000150991, ENSG00000171867, ENSG00000109063, ENSG00000029363, ENSG00000101109, ENSG00000109062, ENSG00000056998, ENSG00000101104, ENSG00000079616, ENSG00000182511, ENSG00000148677, ENSG00000168228, ENSG00000162927, ENSG00000177189, ENSG00000148660, ENSG00000162923, ENSG00000099204, ENSG00000162924, ENSG00000135341, ENSG00000171885, ENSG00000159314, ENSG00000134014, ENSG00000189171, ENSG00000081913, ENSG00000168237, ENSG00000169567, ENSG00000169564, ENSG00000150977, ENSG00000169562, ENSG00000177181, ENSG00000162931, ENSG00000182541, ENSG00000102466, ENSG00000101134, ENSG00000101132, ENSG00000183856, ENSG00000243989, ENSG00000113108, ENSG00000090861, ENSG00000169570, ENSG00000110074, ENSG00000136689, ENSG00000110075, ENSG00000170558, ENSG00000168246, ENSG00000136682, ENSG00000109083, ENSG00000156273, ENSG00000109089, ENSG00000177192, ENSG00000101126, ENSG00000123374, ENSG00000183864, ENSG00000147324, ENSG00000090857, ENSG00000031698
## 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ENSG00000016082, ENSG00000156384, ENSG00000139800, ENSG00000114503, ENSG00000135446, ENSG00000075292, ENSG00000170689, ENSG00000269067, ENSG00000146109, ENSG00000179021, ENSG00000058729, ENSG00000180008, ENSG00000124795, ENSG00000025800, ENSG00000159409, ENSG00000156374, ENSG00000136783, ENSG00000065029, ENSG00000172403, ENSG00000172404, ENSG00000135457, ENSG00000008441, ENSG00000127838, ENSG00000168385, ENSG00000168386, ENSG00000182670, ENSG00000147421, ENSG00000078328, ENSG00000143067, ENSG00000087274, ENSG00000180035, ENSG00000132394, ENSG00000168395, ENSG00000168393, ENSG00000136754, ENSG00000197714, ENSG00000204536, ENSG00000254838, ENSG00000249471, ENSG00000204531, ENSG00000253506, ENSG00000250479, ENSG00000172409, ENSG00000167065, ENSG00000131061, ENSG00000101216, ENSG00000127804, ENSG00000185730, ENSG00000101213, ENSG00000102543, ENSG00000184402, ENSG00000135439, ENSG00000134107, ENSG00000242852, ENSG00000066336, ENSG00000167074, ENSG00000115844, ENSG00000197702, ENSG00000173757, ENSG00000204524, ENSG00000148737, ENSG00000157680, ENSG00000122122, ENSG00000078304, ENSG00000179051, ENSG00000124787, ENSG00000185721, ENSG00000054356, ENSG00000124788, ENSG00000087250, ENSG00000122126, ENSG00000160447, ENSG00000147403, ENSG00000221923, ENSG00000124782, ENSG00000156345, ENSG00000109118, ENSG00000236104, ENSG00000065054, ENSG00000110104, ENSG00000065057, ENSG00000110107, ENSG00000167085, ENSG00000132376, ENSG00000204590, ENSG00000167081, ENSG00000005381, ENSG00000172428, ENSG00000275713, ENSG00000275714, ENSG00000167088, ENSG00000204599, ENSG00000145692, ENSG00000100784, ENSG00000143033, ENSG00000089022, ENSG00000164815, ENSG00000111424, ENSG00000132383, ENSG00000131051, ENSG00000008405, ENSG00000132382, ENSG00000077044, ENSG00000197724, ENSG00000109101, ENSG00000124766, ENSG00000144354, ENSG00000160469, ENSG00000258366, ENSG00000144355, ENSG00000237440, ENSG00000070404, ENSG00000124762, ENSG00000145687, ENSG00000179071, ENSG00000157657, ENSG00000242802, ENSG00000136715, ENSG00000115816, ENSG00000136717, ENSG00000119383, ENSG00000131023, ENSG00000197756, ENSG00000197757, ENSG00000099284, ENSG00000024526, ENSG00000118058, ENSG00000132356, ENSG00000123407, ENSG00000196418, ENSG00000196419, ENSG00000148704, ENSG00000160472, ENSG00000089009, ENSG00000123405, ENSG00000079689, ENSG00000184445, ENSG00000145675, ENSG00000164830, ENSG00000184428, ENSG00000215218, ENSG00000163508, ENSG00000262406, ENSG00000172465, ENSG00000204560, ENSG00000171132, ENSG00000172466, ENSG00000111445, ENSG00000196417, ENSG00000204569, ENSG00000275700, ENSG00000123415, ENSG00000123411, ENSG00000124743, ENSG00000144331, ENSG00000184436, ENSG00000163510, ENSG00000179091, ENSG00000270011, ENSG00000179094, ENSG00000074800, ENSG00000214753, ENSG00000163517, ENSG00000197771, ENSG00000180098, ENSG00000197774, ENSG00000171148, ENSG00000197779, ENSG00000132334, ENSG00000156304, ENSG00000267281, ENSG00000062822, ENSG00000226742, ENSG00000100749, 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ENSG00000101197, ENSG00000167766, ENSG00000104221, ENSG00000130520, ENSG00000175395, ENSG00000130522, ENSG00000101182, ENSG00000179750, ENSG00000105549, ENSG00000109906, ENSG00000167771, ENSG00000280987, ENSG00000137154, ENSG00000114491, ENSG00000167770, ENSG00000162086, ENSG00000131849, ENSG00000165119, ENSG00000131848, ENSG00000130518, ENSG00000129535, ENSG00000166446, ENSG00000278677, ENSG00000105576, ENSG00000110925, ENSG00000198046, ENSG00000108604, ENSG00000187391, ENSG00000240065, ENSG00000166454, ENSG00000085449, ENSG00000167785, ENSG00000165124, ENSG00000143815, ENSG00000166451, ENSG00000149115, ENSG00000125148, ENSG00000125144, ENSG00000198040, ENSG00000110911, ENSG00000179774, ENSG00000131831, ENSG00000105568, ENSG00000072135, ENSG00000179772, ENSG00000159388, ENSG00000198039, ENSG00000159387, ENSG00000274290, ENSG00000151422, ENSG00000138468, ENSG00000167797, ENSG00000139793, ENSG00000158050, ENSG00000143801, ENSG00000158055, ENSG00000171806, ENSG00000129518, ENSG00000129515, ENSG00000131828, ENSG00000129514, ENSG00000055609, ENSG00000204390, ENSG00000105516, ENSG00000151414, ENSG00000139767, ENSG00000159377, ENSG00000137103, ENSG00000038274, ENSG00000204392, ENSG00000186081, ENSG00000138433, ENSG00000134070, ENSG00000087206, ENSG00000166477, ENSG00000171813, ENSG00000165140, ENSG00000134072, ENSG00000171817, ENSG00000146067, ENSG00000126457, ENSG00000101158, ENSG00000019995, ENSG00000126453, ENSG00000126456, ENSG00000126461, ENSG00000076555, ENSG00000146054, ENSG00000072195, ENSG00000138443, ENSG00000110092, ENSG00000165156, ENSG00000186073, ENSG00000274276, ENSG00000171824, ENSG00000171827, ENSG00000204389, ENSG00000166483, ENSG00000204388, ENSG00000134086, ENSG00000063245, ENSG00000063244, ENSG00000166484, ENSG00000101146, ENSG00000063241, ENSG00000126464, ENSG00000134057, ENSG00000139746, ENSG00000072163, ENSG00000068903, ENSG00000134058, ENSG00000171843, ENSG00000204371, ENSG00000189134, ENSG00000165169, ENSG00000158022, ENSG00000159352, ENSG00000118816, ENSG00000125107, ENSG00000126432, ENSG00000198081, ENSG00000180787, ENSG00000215021, ENSG00000106852, ENSG00000177156, ENSG00000148690, ENSG00000183814, ENSG00000101161, ENSG00000065882, ENSG00000065883, ENSG00000158019, ENSG00000171853, ENSG00000113141, ENSG00000170515, ENSG00000189120, ENSG00000189127, ENSG00000171848, ENSG00000165175, ENSG00000147364, ENSG00000007171, ENSG00000140718, ENSG00000159335, ENSG00000135363, ENSG00000162909, ENSG00000110063, ENSG00000171863, ENSG00000171862, ENSG00000115750, ENSG00000080603, ENSG00000110066, ENSG00000110060, ENSG00000168214, ENSG00000007168, ENSG00000189159, ENSG00000189157, ENSG00000123388, ENSG00000101115, ENSG00000109079, ENSG00000087245, ENSG00000183850, ENSG00000123384, ENSG00000148688, ENSG00000068971, ENSG00000114416, ENSG00000139734, ENSG00000134046, ENSG00000135374, ENSG00000067646, ENSG00000170542, ENSG00000150991, ENSG00000171867, ENSG00000189144, ENSG00000169554, ENSG00000135373, ENSG00000029364, ENSG00000029363, ENSG00000135372, ENSG00000101109, ENSG00000101104, ENSG00000079616, ENSG00000198093, ENSG00000182512, ENSG00000148677, ENSG00000162927, ENSG00000162923, ENSG00000162924, ENSG00000134013, ENSG00000106829, ENSG00000135341, ENSG00000229676, ENSG00000134014, ENSG00000189171, ENSG00000081913, ENSG00000169567, ENSG00000169564, ENSG00000122034, ENSG00000182541, ENSG00000102466, ENSG00000123364, ENSG00000146007, ENSG00000101132, ENSG00000113108, ENSG00000114439, ENSG00000170561, ENSG00000139714, ENSG00000169570, ENSG00000110075, ENSG00000115760, ENSG00000274211, ENSG00000189164, ENSG00000056972, ENSG00000136682, ENSG00000031691, ENSG00000156273, ENSG00000177192, ENSG00000101126, ENSG00000123374, ENSG00000183864, ENSG00000031698
## 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ENSG00000179029, ENSG00000179023, ENSG00000160408, ENSG00000103855, ENSG00000080644, ENSG00000099260, ENSG00000136770, ENSG00000131080, ENSG00000168374, ENSG00000102524, ENSG00000182685, ENSG00000025800, ENSG00000115827, ENSG00000143061, ENSG00000115825, ENSG00000135454, ENSG00000135452, ENSG00000134121, ENSG00000131097, ENSG00000099250, ENSG00000168389, ENSG00000127838, ENSG00000168386, ENSG00000136758, ENSG00000221909, ENSG00000118094, ENSG00000144381, ENSG00000066322, ENSG00000157693, ENSG00000020129, ENSG00000168394, ENSG00000075275, ENSG00000114520, ENSG00000087269, ENSG00000134108, ENSG00000134109, ENSG00000135439, ENSG00000261115, ENSG00000065000, ENSG00000180044, ENSG00000115841, ENSG00000115840, ENSG00000204525, ENSG00000124789, ENSG00000109163, ENSG00000157680, ENSG00000101204, ENSG00000123454, ENSG00000124785, ENSG00000179051, ENSG00000122121, ENSG00000185721, ENSG00000122126, ENSG00000147403, ENSG00000102531, ENSG00000185722, ENSG00000124783, ENSG00000135406, ENSG00000135409, ENSG00000112769, ENSG00000110107, ENSG00000171100, ENSG00000167085, ENSG00000173762, ENSG00000131042, ENSG00000132376, ENSG00000196405, ENSG00000136732, ENSG00000204592, ENSG00000171105, ENSG00000144369, ENSG00000197728, ENSG00000275714, ENSG00000106086, ENSG00000143036, ENSG00000112759, ENSG00000185739, ENSG00000069424, ENSG00000181396, ENSG00000132382, ENSG00000171109, ENSG00000160460, ENSG00000148719, ENSG00000078369, ENSG00000164825, ENSG00000106078, ENSG00000145685, ENSG00000089012, ENSG00000144357, ENSG00000153294, ENSG00000136717, ENSG00000173786, ENSG00000204574, ENSG00000171124, ENSG00000133687, ENSG00000157654, ENSG00000136710, ENSG00000111452, ENSG00000176809, ENSG00000196419, ENSG00000089009, ENSG00000179085, ENSG00000153292, ENSG00000145675, ENSG00000091317, ENSG00000183117, ENSG00000148700, ENSG00000115808, ENSG00000115806, ENSG00000180089, ENSG00000119392, ENSG00000171130, ENSG00000119397, ENSG00000144339, ENSG00000163513, ENSG00000163516, ENSG00000087299, ENSG00000143001, ENSG00000179091, ENSG00000272674, ENSG00000074800, ENSG00000214753, ENSG00000089063, ENSG00000157637, ENSG00000089060, ENSG00000196440, ENSG00000176834, ENSG00000196449, ENSG00000062822, ENSG00000205808, ENSG00000121680, ENSG00000020181, ENSG00000163527, ENSG00000188820, ENSG00000144320, ENSG00000112715, ENSG00000131018, ENSG00000133678, ENSG00000132341, ENSG00000023228, ENSG00000118046, ENSG00000100731, ENSG00000121691, ENSG00000089057, ENSG00000107362, ENSG00000074803, ENSG00000157613, ENSG00000069431, ENSG00000089041, ENSG00000157617, ENSG00000163539, ENSG00000049860, ENSG00000112742, ENSG00000183155, ENSG00000100764, ENSG00000070413, ENSG00000106069, ENSG00000050820, ENSG00000188846, ENSG00000133657, ENSG00000090020, ENSG00000196455, ENSG00000175538, ENSG00000157600, ENSG00000157601, ENSG00000164880, ENSG00000272636, ENSG00000164889, ENSG00000188833, ENSG00000167914, ENSG00000164885, ENSG00000106009, ENSG00000128274, ENSG00000128271, ENSG00000243279, ENSG00000130592, ENSG00000119321, ENSG00000086827, ENSG00000141252, ENSG00000142583, ENSG00000081148, ENSG00000167925, ENSG00000069493, ENSG00000107331, ENSG00000163565, ENSG00000167920, ENSG00000162236, ENSG00000212124, ENSG00000132305, ENSG00000212127, ENSG00000053918, ENSG00000128284, ENSG00000214787, ENSG00000243284, ENSG00000179913, ENSG00000007952, ENSG00000154556, ENSG00000174227, ENSG00000167930, ENSG00000122986, ENSG00000120324, ENSG00000120327, ENSG00000146938, ENSG00000184497, ENSG00000187522, ENSG00000162244, ENSG00000108654, ENSG00000047249, ENSG00000176894, ENSG00000276180, ENSG00000128254, ENSG00000174233, ENSG00000174231, ENSG00000213445, ENSG00000071794, ENSG00000146918, ENSG00000153214, ENSG00000100726, ENSG00000188883, ENSG00000270882, ENSG00000180900, ENSG00000106025, ENSG00000108679, ENSG00000153201, ENSG00000106018, ENSG00000130589, ENSG00000166619, ENSG00000149187, ENSG00000196497, ENSG00000196498, ENSG00000122966, ENSG00000122965, ENSG00000100714, ENSG00000143889, ENSG00000108671, ENSG00000128268, ENSG00000127022, ENSG00000153310, ENSG00000149294, ENSG00000174132, ENSG00000133703, ENSG00000175463, ENSG00000129680, ENSG00000064601, ENSG00000183090, ENSG00000183092, ENSG00000117691, ENSG00000104381, ENSG00000143994, ENSG00000155962, ENSG00000103044, ENSG00000175471, ENSG00000243244, ENSG00000269855, ENSG00000119411, ENSG00000167851, ENSG00000166523, ENSG00000142655, ENSG00000103047, ENSG00000186118, ENSG00000149273, ENSG00000174151, ENSG00000235631, ENSG00000155957, ENSG00000175489, ENSG00000041982, ENSG00000086848, ENSG00000131981, ENSG00000179846, ENSG00000115053, ENSG00000167861, ENSG00000224982, ENSG00000187474, ENSG00000223658, ENSG00000141314, ENSG00000128335, ENSG00000103066, ENSG00000128340, ENSG00000174165, ENSG00000039650, ENSG00000198113, ENSG00000277481, ENSG00000004866, ENSG00000065923, ENSG00000060237, ENSG00000165215, ENSG00000166546, ENSG00000128310, ENSG00000178531, ENSG00000177202, ENSG00000027697, ENSG00000137269, ENSG00000143952, ENSG00000221890, ENSG00000187492, ENSG00000137265, ENSG00000038358, ENSG00000187498, ENSG00000167880, ENSG00000103018, ENSG00000105668, ENSG00000198133, ENSG00000105669, ENSG00000142606, ENSG00000064651, ENSG00000072274, ENSG00000065989, ENSG00000152894, ENSG00000117643, ENSG00000130640, ENSG00000113282, ENSG00000143947, ENSG00000130638, ENSG00000131969, ENSG00000104331, ENSG00000105696, ENSG00000198162, ENSG00000105699, ENSG00000180871, ENSG00000198168, ENSG00000240184, ENSG00000093183, ENSG00000118971, ENSG00000165246, ENSG00000165240, ENSG00000143933, ENSG00000085563, ENSG00000224940, ENSG00000084234, ENSG00000166573, ENSG00000186187, ENSG00000158186, ENSG00000125266, ENSG00000104361, ENSG00000103035, ENSG00000178562, ENSG00000177239, ENSG00000171928, ENSG00000143924, ENSG00000277443, ENSG00000090971, ENSG00000105639, ENSG00000134198, ENSG00000228486, ENSG00000274386, ENSG00000137221, ENSG00000166598, ENSG00000125247, ENSG00000004809, ENSG00000125249, ENSG00000055732, ENSG00000149218, ENSG00000182600, ENSG00000254772, ENSG00000125245, ENSG00000158156, ENSG00000114573, ENSG00000062038, ENSG00000051382, ENSG00000165272, ENSG00000168300, ENSG00000186198, ENSG00000125257, ENSG00000101294, ENSG00000101290, ENSG00000165282, ENSG00000064666, ENSG00000117632, ENSG00000042429, ENSG00000008394, ENSG00000169641, ENSG00000146166, ENSG00000101298, ENSG00000182621, ENSG00000105641, ENSG00000126562, ENSG00000146151, ENSG00000106976, ENSG00000137218, ENSG00000113269, ENSG00000151503, ENSG00000028137, ENSG00000204482, ENSG00000159461, ENSG00000140854, ENSG00000090932, ENSG00000182612, ENSG00000105640, ENSG00000000419, ENSG00000074047, ENSG00000135486, ENSG00000134153, ENSG00000113211, ENSG00000152818, ENSG00000278705, ENSG00000177283, ENSG00000127863, ENSG00000058804, ENSG00000140829, ENSG00000113209, ENSG00000099331, ENSG00000115866, ENSG00000042445, ENSG00000113205, ENSG00000074054, ENSG00000007038, ENSG00000169679, ENSG00000109180, ENSG00000109182, ENSG00000122188, ENSG00000140832, ENSG00000080709, ENSG00000102580, ENSG00000139826, ENSG00000169682, ENSG00000106948, ENSG00000090989, ENSG00000110195, ENSG00000173705, ENSG00000135472, ENSG00000101246, ENSG00000090975, ENSG00000148773, ENSG00000102575, ENSG00000123496, ENSG00000185825, ENSG00000181467, ENSG00000065135, ENSG00000115956, ENSG00000066468, ENSG00000103978, ENSG00000111596, ENSG00000127948, ENSG00000079785, ENSG00000127946, ENSG00000168496, ENSG00000122254, ENSG00000143195, ENSG00000143198, ENSG00000181458, ENSG00000160539, ENSG00000263874, ENSG00000262543, ENSG00000103966, ENSG00000134243, ENSG00000188092, ENSG00000173852, ENSG00000115942, ENSG00000111581, ENSG00000138600, ENSG00000179151, ENSG00000127954, ENSG00000086062, ENSG00000086061, ENSG00000103994, ENSG00000113318, ENSG00000114646, ENSG00000099365, ENSG00000205981, ENSG00000171202, ENSG00000196504, ENSG00000172534, ENSG00000136874, ENSG00000171204, ENSG00000167186, ENSG00000253626, ENSG00000101337, ENSG00000156482, ENSG00000184524, ENSG00000066455, ENSG00000179178, ENSG00000172543, ENSG00000167193, ENSG00000113300, ENSG00000011304, ENSG00000147526, ENSG00000205978, ENSG00000008300, ENSG00000204642, ENSG00000156471, ENSG00000126602, ENSG00000183207, ENSG00000136856, ENSG00000118193, ENSG00000171224, ENSG00000171227, ENSG00000197858, ENSG00000122218, ENSG00000196517, ENSG00000172548, ENSG00000148841, ENSG00000143153, ENSG00000164935, ENSG00000134207, ENSG00000110218, ENSG00000115902, ENSG00000180182, ENSG00000171234, ENSG00000171236, ENSG00000111540, ENSG00000197847, ENSG00000197837, ENSG00000176915, ENSG00000164946, ENSG00000185864, ENSG00000185863, ENSG00000131148, ENSG00000065150, ENSG00000135503, ENSG00000172572, ENSG00000197872, ENSG00000172575, ENSG00000131143, ENSG00000006576, ENSG00000197879, ENSG00000196549, ENSG00000089127, ENSG00000163624, ENSG00000012660, ENSG00000163625, ENSG00000058866, ENSG00000185896, ENSG00000188906, ENSG00000152078, ENSG00000197860, ENSG00000135519, ENSG00000077147, ENSG00000140090, ENSG00000196535, ENSG00000157765, ENSG00000112893, ENSG00000136842, ENSG00000143126, ENSG00000011347, ENSG00000185883, ENSG00000185885, ENSG00000144452, ENSG00000091428, ENSG00000162300, ENSG00000136813, ENSG00000153395, ENSG00000196569, ENSG00000057593, ENSG00000082556, ENSG00000183255, ENSG00000143110, ENSG00000183258, ENSG00000214860, ENSG00000118160, ENSG00000213533, ENSG00000136827, ENSG00000196557, ENSG00000197888, ENSG00000132466, ENSG00000091490, ENSG00000196586, ENSG00000083857, ENSG00000111530, ENSG00000005206, ENSG00000132432, ENSG00000144426, ENSG00000145757, ENSG00000006530, ENSG00000036672, ENSG00000100884, ENSG00000089169, ENSG00000047315, ENSG00000136802, ENSG00000136807, ENSG00000278053, ENSG00000082516, ENSG00000119471, ENSG00000171298, ENSG00000112851, ENSG00000083845, ENSG00000112852, ENSG00000269113, ENSG00000089157, ENSG00000089154, ENSG00000145740, ENSG00000161016, ENSG00000106128, ENSG00000213585, ENSG00000175662, ENSG00000267368, ENSG00000204634, ENSG00000163682, ENSG00000115073, ENSG00000204632, ENSG00000186326, ENSG00000145730, ENSG00000163686, ENSG00000166710, ENSG00000141378, ENSG00000157703, ENSG00000132429, ENSG00000204624, ENSG00000119457, ENSG00000142694, ENSG00000121775, ENSG00000161031, ENSG00000121774, ENSG00000186318, ENSG00000163697, ENSG00000162366, ENSG00000141367, ENSG00000103089, ENSG00000173020, ENSG00000081237, ENSG00000140022, ENSG00000162374, ENSG00000115091, ENSG00000187678, ENSG00000106144, ENSG00000142687, ENSG00000166734, ENSG00000108798, ENSG00000132406, ENSG00000155980, ENSG00000154654, ENSG00000121753, ENSG00000185000, ENSG00000178719, ENSG00000115084, ENSG00000188993, ENSG00000166747, ENSG00000141349, ENSG00000161057, ENSG00000185008, ENSG00000108797, ENSG00000142676, ENSG00000175582, ENSG00000103174, ENSG00000198223, ENSG00000198225, ENSG00000119523, ENSG00000115155, ENSG00000234409, ENSG00000086991, ENSG00000141458, ENSG00000133818, ENSG00000141456, ENSG00000165304, ENSG00000128487, ENSG00000128482, ENSG00000132507, ENSG00000133835, ENSG00000211751, ENSG00000179954, ENSG00000004766, ENSG00000244694, ENSG00000038427, ENSG00000167971, ENSG00000116473, ENSG00000119537, ENSG00000141449, ENSG00000141447, ENSG00000108852, ENSG00000133800, ENSG00000112902, ENSG00000235750, ENSG00000103197, ENSG00000124098, ENSG00000141429, ENSG00000177303, ENSG00000064703, ENSG00000100926, ENSG00000162298, ENSG00000115170, ENSG00000119509, ENSG00000108883, ENSG00000133812, ENSG00000198231, ENSG00000128463, ENSG00000167995, ENSG00000139112, ENSG00000100911, ENSG00000151694, ENSG00000174292, ENSG00000075415, ENSG00000198265, ENSG00000151690, ENSG00000108828, ENSG00000108829, ENSG00000058085, ENSG00000115112, ENSG00000166676, ENSG00000121807, ENSG00000075420, ENSG00000136068, ENSG00000112077, ENSG00000151687, ENSG00000164022, ENSG00000166685, ENSG00000088726, ENSG00000169710, ENSG00000166682, ENSG00000180979, ENSG00000253598, ENSG00000100099, ENSG00000095002, ENSG00000108846, ENSG00000107518, ENSG00000029534, ENSG00000138696, ENSG00000058063, ENSG00000164031, ENSG00000189339, ENSG00000129749, ENSG00000176022, ENSG00000152990, ENSG00000108839, ENSG00000116459, ENSG00000004700, ENSG00000136040, ENSG00000164040, ENSG00000136044, ENSG00000049130, ENSG00000276231, ENSG00000124067, ENSG00000168405, ENSG00000198270, ENSG00000182718, ENSG00000177363, ENSG00000130714, ENSG00000116406, ENSG00000164056, ENSG00000188021, ENSG00000244617, ENSG00000130720, ENSG00000130724, ENSG00000136026, ENSG00000113368, ENSG00000138686, ENSG00000096384, ENSG00000138688, ENSG00000158270, ENSG00000088766, ENSG00000008283, ENSG00000152969, ENSG00000008282, ENSG00000101384, ENSG00000140992, ENSG00000100083, ENSG00000105778, ENSG00000159596, ENSG00000117758, ENSG00000138658, ENSG00000008277, ENSG00000134291, ENSG00000167105, ENSG00000167103, ENSG00000169762, ENSG00000169760, ENSG00000215262, ENSG00000140988, ENSG00000140986, ENSG00000140983, ENSG00000079805, ENSG00000104435, ENSG00000105767, ENSG00000130703, ENSG00000137338, ENSG00000152954, ENSG00000001630, ENSG00000071082, ENSG00000112053, ENSG00000137331, ENSG00000167114, ENSG00000170759, ENSG00000181409, ENSG00000182732, ENSG00000125355, ENSG00000215252, ENSG00000101350, ENSG00000161813, ENSG00000001626, ENSG00000205045, ENSG00000170776, ENSG00000164099, ENSG00000278828, ENSG00000100029, ENSG00000092820, ENSG00000146267, ENSG00000033627, ENSG00000179115, ENSG00000105701, ENSG00000134285, ENSG00000105707, ENSG00000066557, ENSG00000188051, ENSG00000137312, ENSG00000114650, ENSG00000030582, ENSG00000139971, ENSG00000205038, ENSG00000101346, ENSG00000087470, ENSG00000057608, ENSG00000140950, ENSG00000221947, ENSG00000002933, ENSG00000140939, ENSG00000140937, ENSG00000138617, ENSG00000218336, ENSG00000147570, ENSG00000138613, ENSG00000134255, ENSG00000104408, ENSG00000134256, ENSG00000173821, ENSG00000080824, ENSG00000135587, ENSG00000134250, ENSG00000168476, ENSG00000079841, ENSG00000146242, ENSG00000125304, ENSG00000221955, ENSG00000140941, ENSG00000087460, ENSG00000101361, ENSG00000080819, ENSG00000138623, ENSG00000134265, ENSG00000228594, ENSG00000105726, ENSG00000261150, ENSG00000080815, ENSG00000172500, ENSG00000168488, ENSG00000002919, ENSG00000102699, ENSG00000140932, ENSG00000100036, ENSG00000182774, ENSG00000221968, ENSG00000101363, ENSG00000181585, ENSG00000092871, ENSG00000077235, ENSG00000114745, ENSG00000197930, ENSG00000134352, ENSG00000077232, ENSG00000171302, ENSG00000196604, ENSG00000145014, ENSG00000147677, ENSG00000114739, ENSG00000070610, ENSG00000180264, ENSG00000159640, ENSG00000171310, ENSG00000171314, ENSG00000253710, ENSG00000011405, ENSG00000101425, ENSG00000121058, ENSG00000121057, ENSG00000184613, ENSG00000134333, ENSG00000122359, ENSG00000100129, ENSG00000147650, ENSG00000163703, ENSG00000148985, ENSG00000123684, ENSG00000156599, ENSG00000155265, ENSG00000180287, ENSG00000163704, ENSG00000114757, ENSG00000092841, ENSG00000172663, ENSG00000253729, ENSG00000170006, ENSG00000121039, ENSG00000232810, ENSG00000184634, ENSG00000179292, ENSG00000011422, ENSG00000159618, ENSG00000155252, ENSG00000111679, ENSG00000111674, ENSG00000134313, ENSG00000225697, ENSG00000169026, ENSG00000122335, ENSG00000071967, ENSG00000108018, ENSG00000095932, ENSG00000111666, ENSG00000169031, ENSG00000136986, ENSG00000112992, ENSG00000170027, ENSG00000197958, ENSG00000197959, ENSG00000162407, ENSG00000197992, ENSG00000162408, ENSG00000144580, ENSG00000197993, ENSG00000171365, ENSG00000110367, ENSG00000118298, ENSG00000135622, ENSG00000148948, ENSG00000250673, ENSG00000147614, ENSG00000089248, ENSG00000169045, ENSG00000182022, 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ENSG00000139197, ENSG00000100994, ENSG00000124942, ENSG00000157837, ENSG00000175782, ENSG00000156508, ENSG00000115194, ENSG00000034152, ENSG00000100941, ENSG00000139163, ENSG00000072415, ENSG00000175792, ENSG00000213699, ENSG00000178826, ENSG00000173137, ENSG00000178821, ENSG00000133874, ENSG00000174469, ENSG00000182077, ENSG00000185105, ENSG00000187764, ENSG00000186439, ENSG00000121895, ENSG00000140157, ENSG00000111615, ENSG00000197111, ENSG00000067057, ENSG00000152128, ENSG00000152127, ENSG00000145833, ENSG00000162493, ENSG00000139144, ENSG00000118217, ENSG00000165527, ENSG00000186468, ENSG00000186469, ENSG00000107593, ENSG00000166856, ENSG00000068383, ENSG00000106266, ENSG00000174482, ENSG00000111605, ENSG00000052802, ENSG00000197102, ENSG00000177519, ENSG00000153446, ENSG00000082684, ENSG00000121879, ENSG00000107581, ENSG00000226979, ENSG00000142798, ENSG00000096433, ENSG00000128595, ENSG00000153551, ENSG00000153558, ENSG00000152229, ENSG00000141574, ENSG00000115275, 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ENSG00000134001, ENSG00000047936, ENSG00000174944, ENSG00000047932, ENSG00000110011, ENSG00000135334, ENSG00000204427, ENSG00000174939, ENSG00000122026, ENSG00000182557, ENSG00000160305, ENSG00000137968, ENSG00000136631, ENSG00000174951, ENSG00000110047, ENSG00000174950, ENSG00000110048, ENSG00000198925, ENSG00000150938, ENSG00000111371, ENSG00000174946, ENSG00000157570, ENSG00000063177, ENSG00000063176, ENSG00000162976, ENSG00000135318, ENSG00000135316, ENSG00000112697, ENSG00000168282, ENSG00000110031, ENSG00000111361, ENSG00000198911, ENSG00000135314, ENSG00000111364, ENSG00000007216, ENSG00000136643, ENSG00000013725, ENSG00000123338, ENSG00000205730, ENSG00000161652, ENSG00000160326, ENSG00000125991, ENSG00000160325, ENSG00000021355, ENSG00000185627, ENSG00000181264, ENSG00000046651, ENSG00000157551, ENSG00000119285, ENSG00000148606, ENSG00000198937, ENSG00000107295, ENSG00000162998, ENSG00000184304, ENSG00000034677, ENSG00000148600, ENSG00000136628, ENSG00000087191, ENSG00000153187, ENSG00000113966, ENSG00000173653, ENSG00000204463, ENSG00000197603, ENSG00000133597, ENSG00000149927, ENSG00000204469, ENSG00000060971, ENSG00000149925, ENSG00000172318, ENSG00000161671, ENSG00000101986, ENSG00000186952, ENSG00000185621, ENSG00000125971, ENSG00000111339, ENSG00000008516, ENSG00000174996, ENSG00000066248, ENSG00000111335, ENSG00000173662, ENSG00000008517, ENSG00000198964, ENSG00000197635, ENSG00000196305, ENSG00000111331, ENSG00000008513, ENSG00000141198, ENSG00000161682, ENSG00000161681, ENSG00000124614, ENSG00000034693, ENSG00000103710, ENSG00000164715, ENSG00000109016, ENSG00000237330, ENSG00000120256, ENSG00000120254, ENSG00000137936, ENSG00000112655, ENSG00000181291, ENSG00000005471, ENSG00000100678, ENSG00000054277, ENSG00000184313, ENSG00000091262, ENSG00000024422, ENSG00000134871, ENSG00000172354, ENSG00000203985, ENSG00000101955, ENSG00000108582, ENSG00000163406, ENSG00000108587, ENSG00000108588, ENSG00000183018, ENSG00000069345, ENSG00000173692, ENSG00000173698, ENSG00000176720, ENSG00000157500, ENSG00000078295, ENSG00000121578, ENSG00000121577, ENSG00000124602, ENSG00000142494, ENSG00000100614, ENSG00000146859, ENSG00000100612, ENSG00000164741, ENSG00000164742, ENSG00000158828, ENSG00000025770, ENSG00000171045, ENSG00000171044, ENSG00000025772, ENSG00000171049, ENSG00000134853, ENSG00000164751, ENSG00000100647, ENSG00000101977, ENSG00000072958, ENSG00000101972, ENSG00000058668, ENSG00000188725, ENSG00000164754, ENSG00000146842, ENSG00000158813, ENSG00000112619, ENSG00000154451, ENSG00000171051, ENSG00000150093, ENSG00000176749, ENSG00000196338, ENSG00000163431, ENSG00000099194, ENSG00000125912, ENSG00000108591, ENSG00000162104, ENSG00000107262, ENSG00000183023, ENSG00000011143, ENSG00000122884, ENSG00000153113, ENSG00000130477, ENSG00000197694, ENSG00000196365, ENSG00000006757, ENSG00000025796, ENSG00000244486, ENSG00000049769, ENSG00000149091, ENSG00000175426, ENSG00000143797, ENSG00000143799, ENSG00000081026, ENSG00000146828, ENSG00000164778, ENSG00000163449, ENSG00000163444, ENSG00000128159, ENSG00000155760, ENSG00000070371, ENSG00000174106, ENSG00000184371, ENSG00000188735, ENSG00000109861, ENSG00000214654, ENSG00000134815, ENSG00000062716, ENSG00000155755, ENSG00000205702, ENSG00000205704, ENSG00000188763, ENSG00000108561, ENSG00000186106, ENSG00000096968, ENSG00000234224, ENSG00000188766, ENSG00000143772, ENSG00000129467, ENSG00000162139, ENSG00000016864, ENSG00000259522, ENSG00000134824, ENSG00000196371, ENSG00000129473, ENSG00000174123, ENSG00000134825, ENSG00000110876, ENSG00000174125, ENSG00000183060, ENSG00000041802, ENSG00000137098, ENSG00000116171, ENSG00000235568, ENSG00000166508, ENSG00000166507, ENSG00000014216, ENSG00000163479, ENSG00000109956, ENSG00000129562, ENSG00000155850, ENSG00000108622, ENSG00000134910, ENSG00000175344, ENSG00000006715, ENSG00000151490, ENSG00000006712, ENSG00000154529, ENSG00000142541, ENSG00000086758, ENSG00000141219, ENSG00000023171, ENSG00000276045, ENSG00000256436, ENSG00000039523, ENSG00000176681, ENSG00000128242, ENSG00000174021, ENSG00000196277, ENSG00000155849, ENSG00000116237, ENSG00000130561, ENSG00000184292, ENSG00000048462, ENSG00000081052, ENSG00000142534, ENSG00000143862, ENSG00000038210, ENSG00000138496, ENSG00000167740, ENSG00000118898, ENSG00000167741, ENSG00000117594, ENSG00000188687, ENSG00000117592, ENSG00000130529, ENSG00000109971, ENSG00000108641, ENSG00000110955, ENSG00000093010, ENSG00000131873, ENSG00000068079, ENSG00000178401, ENSG00000196296, ENSG00000108639, ENSG00000143839, ENSG00000206140, ENSG00000116254, ENSG00000128228, ENSG00000163399, ENSG00000110900, ENSG00000101194, ENSG00000109919, ENSG00000162073, ENSG00000187372, ENSG00000167768, ENSG00000018625, ENSG00000130520, ENSG00000076513, ENSG00000004961, ENSG00000117528, ENSG00000198018, ENSG00000117525, ENSG00000117523, ENSG00000167775, ENSG00000280987, ENSG00000137154, ENSG00000166441, ENSG00000165119, ENSG00000140798, ENSG00000175390, ENSG00000128203, ENSG00000206190, ENSG00000159399, ENSG00000241399, ENSG00000187391, ENSG00000186063, ENSG00000165124, ENSG00000143815, ENSG00000110917, ENSG00000110911, ENSG00000179776, ENSG00000073464, ENSG00000105568, ENSG00000198034, ENSG00000109929, ENSG00000177119, ENSG00000138463, ENSG00000152749, ENSG00000143801, ENSG00000224831, ENSG00000223501, ENSG00000167792, ENSG00000075218, ENSG00000101152, ENSG00000198064, ENSG00000183807, ENSG00000019991, ENSG00000105518, ENSG00000186081, ENSG00000138430, ENSG00000166473, ENSG00000159374, ENSG00000275591, ENSG00000126458, ENSG00000101158, ENSG00000169507, ENSG00000126453, ENSG00000180767, ENSG00000198060, ENSG00000125124, ENSG00000169504, ENSG00000198053, ENSG00000198055, ENSG00000198056, ENSG00000204385, ENSG00000138448, ENSG00000138449, ENSG00000204386, ENSG00000204381, ENSG00000067606, ENSG00000110092, ENSG00000171824, ENSG00000134086, ENSG00000110090, ENSG00000159363, ENSG00000118849, ENSG00000085491, ENSG00000180776, ENSG00000106868, ENSG00000134057, ENSG00000135387, ENSG00000227051, ENSG00000064545, ENSG00000257704, ENSG00000125107, ENSG00000105520, ENSG00000101161, ENSG00000159346, ENSG00000159348, ENSG00000204361, ENSG00000113140, ENSG00000170515, ENSG00000135392, ENSG00000177150, ENSG00000127774, ENSG00000146039, ENSG00000106803, ENSG00000115756, ENSG00000159337, ENSG00000171863, ENSG00000168216, ENSG00000165186, ENSG00000123384, ENSG00000090889, ENSG00000034713, ENSG00000099219, ENSG00000156299, ENSG00000182508, ENSG00000114416, ENSG00000159322, ENSG00000150995, ENSG00000170540, ENSG00000134049, ENSG00000170542, ENSG00000135378, ENSG00000165195, ENSG00000135372, ENSG00000103769, ENSG00000118804, ENSG00000109062, ENSG00000165197, ENSG00000109066, ENSG00000168229, ENSG00000162928, ENSG00000148660, ENSG00000099203, ENSG00000113119, ENSG00000134013, ENSG00000171885, ENSG00000159314, ENSG00000171877, ENSG00000253304, ENSG00000169564, ENSG00000150977, ENSG00000110080, ENSG00000090863, ENSG00000183873, ENSG00000182544, ENSG00000262246, ENSG00000144290, ENSG00000113108, ENSG00000019102, ENSG00000090861, ENSG00000115760, ENSG00000174915, ENSG00000150967, ENSG00000088543, ENSG00000182534, ENSG00000177191
##   List.Total Pop.Hits Pop.Total Fold.Enrichment    Bonferroni     Benjamini
## 1      15430    12657     18976        1.106122  0.000000e+00  0.000000e+00
## 2      15941     4077     20660        1.232134 8.707675e-254 8.707675e-254
## 3      15941     5629     20660        1.195183 1.273172e-251 6.365859e-252
## 4      15941     5796     20660        1.146436 6.241641e-139 2.080547e-139
## 5      15941     6106     20660        1.129197 4.692742e-114 1.173186e-114
## 6      15941     3693     20660        1.159864  2.139634e-95  4.279268e-96
##             FDR
## 1  0.000000e+00
## 2 7.810872e-254
## 3 5.710239e-252
## 4 1.866271e-139
## 5 1.052359e-114
## 6  3.838546e-96

##################################################################
# In this project, the "GDC TCGA Prostate Cancer (PRAD)" dataset from UCSC Xena was-
# analyzed, focusing on differential gene expression related to Gleason scores in
# prostate cancer. The dataset comprised a substantial number of prostate cancer samples,
# each profiled with a significant number of probes. The analysis involved categorizing these samples based on Gleason scores,
# identifying differentially expressed genes with a False Discovery Rate (FDR) threshold of 10%.
# Among these genes, ENSG00000156384, ENSG00000103855, and ENSG00000114503 were the top differentially expressed.
# Additionally, Gene Ontology (GO) terms and pathways associated with these genes were identified, 
#providing insights into the biological processes and pathways influenced by Gleason scores in prostate cancer.

#LINK: https://xenabrowser.net/datapages/?cohort=GDC%20TCGA%20Prostate%20Cancer%20(PRAD)&removeHub=https%3A%2F%2Fxena.treehouse.gi.ucsc.edu%3A443

###################################################################

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